{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "std::cout are redirected to python::stdout\n",
      "std::cerr are redirected to python::stderr\n",
      "[2019-03-27 21:35:55.857] [info] Loading market information...\n",
      "[2019-03-27 21:35:55.860] [info] Loading stock type information...\n",
      "[2019-03-27 21:35:55.862] [info] Loading stock information...\n",
      "[2019-03-27 21:36:00.958] [info] Loading KData...\n",
      "[2019-03-27 21:36:00.970] [info] Preloading all day kdata to buffer!\n",
      "[2019-03-27 21:36:09.355] [info] 8.39676s Loaded Data.\n",
      "Wall time: 16.1 s\n"
     ]
    }
   ],
   "source": [
    "%matplotlib inline\n",
    "%time from hikyuu.interactive.interactive import *"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 绘制组合窗口\n",
    "\n",
    "使用 create_figure 函数快速创建查看证券K线信息的常见组合窗口\n",
    "  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Help on function create_figure in module hikyuu.interactive.drawplot:\n",
      "\n",
      "create_figure(n=1, figsize=None)\n",
      "    生成含有指定坐标轴数量的窗口，最大只支持4个坐标轴。\n",
      "    \n",
      "    :param int n: 坐标轴数量\n",
      "    :param figsize: (宽, 高)\n",
      "    :return: (ax1, ax2, ...) 根据指定的坐标轴数量而定，超出[1,4]个坐标轴时，返回None\n",
      "\n"
     ]
    }
   ],
   "source": [
    "help(create_figure)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(<matplotlib.axes._axes.Axes at 0x1d4e5d7f668>,\n",
       " <matplotlib.axes._axes.Axes at 0x1d4e5da5c18>,\n",
       " <matplotlib.axes._axes.Axes at 0x1d4e5dd6080>,\n",
       " <matplotlib.axes._axes.Axes at 0x1d4e5dfe4a8>)"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAbAAAAEkCAYAAABOuWR/AAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAAFJ1JREFUeJzt3W+Ined55/Hvb2WFOCPHdeig4sUEFEyCt45s74kbYXlzHOxSh5QG4bUcigr1FtGldUPepaybghEsa4ph08Whqr1gXBNwIRUY3FQNi5Fq5CSj1Er8pxC/kF2cCI8rN7MuZl+Ya1/MsWd0fM6cRyfnjOaWvh845FbO9YwuHkb55X7OPdekqpAkqTX/7kI3IEnSNAwwSVKTDDBJUpMMMElSkwwwSVKTDDBJUpMMMElSkzoFWJKdSY5v8P72JE8leTbJvbNrT5Kk0SYGWJKrgMeAhQ3K7gNOVtUtwF1JrphRf5IkjdRlB/YusB9Y2aCmDzw5WB8Der9YW5IkbeyySQVVtQKQZKOyBeD1wfossHO4IMlB4CDAwsLCf/zUpz51vr1Kki5CJ0+efLOqFs/3uokB1tHbwOXAz4Edgz+fo6oOA4cBer1eLS0tzeivliS1LMmr01w3q1OIJ4G9g/Vu4PSMvq4kSSOd9w4syeeB66rqf637rx8Dnk5yK3Ad8L0Z9SdJ0kidd2BV1R/85/8ZCi+q6lXgDuBZ4PaqeneWTUqSNGxWn4FRVT9l7SSiJElz5SQOSVKTDDBJUpMMMElSkwwwSVKTDDBJUpMMMElSkwwwSVKTDDBJUpMMMElSkwwwSVKTDDBJUpMMMElSkwwwSVKTDDBJUpMMMElSkwwwSVKTDDBJUpM6BViSR5OcSHL/mPevSvJ0kqUkfzHbFiVJ+qCJAZZkH7CtqvYAu5JcO6LsAPBEVfWAK5L0ZtynJEnn6LID6wNPDtZHgb0jav4F+NUkvwRcA/zzTLqTJGmMLgG2ALw+WJ8Fdo6o+Qfg48AfAS8P6s6R5ODgEePS8vLylO1KkrSqS4C9DVw+WO8Yc82fAr9fVQ8A/wT87nBBVR2uql5V9RYXF6ftV5IkoFuAnWTtseFu4PSImquA65NsA34NqJl0J0nSGF0C7AhwIMlDwN3Ai0kODdX8d+Aw8HPgY8C3ZtqlJElDLptUUFUrSfrAHcCDVXUGODVU833gP8ylQ0mSRpgYYABV9RZrJxElSbrgnMQhSWqSASZJapIBJklqkgEmSWqSASZJapIBJklqkgEmSWqSASZJapIBJklqkgEmSWqSASZJapIBJklqkgEmSWqSASZJapIBJklqkgEmSWqSASZJalKnAEvyaJITSe6fUPdwkt+cTWuSJI03McCS7AO2VdUeYFeSa8fU3Qr8SlU9NeMeJUn6gC47sD7w5GB9FNg7XJBkO/CXwOkkvzXqiyQ5mGQpydLy8vKU7UqStKpLgC0Arw/WZ4GdI2p+B3gJeBC4Ocl9wwVVdbiqelXVW1xcnLZfSZKAbgH2NnD5YL1jzDU3Aoer6gzwV8Bts2lPkqTRugTYSdYeG+4GTo+oeQXYNVj3gFd/4c4kSdrAZR1qjgDHk1wN3Anck+RQVa0/kfgo8L+T3ANsB+6afauSJK2ZGGBVtZKkD9wBPDh4THhqqOb/Av95Lh1KkjRClx0YVfUWaycRJUm64JzEIUlqkgEmSWqSASZJapIBJklqkgEmSWqSASZJapIBJklqkgEmSWqSASZJapIBJklqkgEmSWqSASZJapIBJklqkgEmSWqSASZJapIBJklqkgEmSWpSpwBL8miSE0nun1C3M8k/zqY1SZLGmxhgSfYB26pqD7ArybUblP8ZcPmsmpMkaZwuO7A+8ORgfRTYO6ooyeeBfwPOjHn/YJKlJEvLy8tTtCpJ0pouAbYAvD5YnwV2Dhck+RDwJ8DXxn2RqjpcVb2q6i0uLk7TqyRJ7+sSYG+z9lhwx5hrvgY8XFX/OqvGJEnaSJcAO8naY8PdwOkRNbcDf5DkGeCGJI/MpDtJksa4rEPNEeB4kquBO4F7khyqqvdPJFbVf3pvneSZqvq92bcqSdKaiQFWVStJ+sAdwINVdQY4tUF9f2bdSZI0RpcdGFX1FmsnESVJuuCcxCFJapIBJklqkgEmSWqSASZJapIBJklqkgEmSWqSASZJapIBJklqkgEmSWqSASZJapIBJklqkgEmSWqSASZJapIBJklqkgEmSWqSASZJalKnAEvyaJITSe4f8/6VSf42ydEkf5PkQ7NtU5Kkc00MsCT7gG1VtQfYleTaEWW/DTxUVb8OnAF+Y7ZtSpJ0rss61PSBJwfro8Be4CfrC6rq4XV/XATemEVzkiSN0+UR4gLw+mB9Ftg5rjDJHuCqqnpuxHsHkywlWVpeXp6qWUmS3tMlwN4GLh+sd4y7JsnHgD8H7h31flUdrqpeVfUWFxen6VWSpPd1CbCTrD42BNgNnB4uGBza+Gvgj6vq1Zl1J0nSGF0C7AhwIMlDwN3Ai0kODdX8F+Am4L8leSbJ/hn3KUnSOSYe4qiqlSR94A7gwao6A5waqvkm8M25dChJ0ghdTiFSVW+xdhJRkqQLzkkckqQmGWCSpCYZYJKkJhlgkqQmGWCSpCYZYJKkJhlgkqQmGWCSpCYZYJKkJhlgkqQmGWCSpCYZYJKkJhlgkqQmGWCSpCYZYJKkJhlgkqQmGWCSpCZ1CrAkTyRZSXL/mPe3J3ltUPPt2bYoSdIHTQywJAeAPvAKsCvJtSPKDgNnq+qjwGeS3DDTLiVJGtJlB3YL8BVgBTgK7B1R8zngm4P1ceDLM+lOkqQxLutQsx34yWB9FrhpRM2HgRcG6zeAa4YLkjwO7ANYWFig1+udd7OSpIvSqFyZqEuAvQ1cPljvYPSu7R3gysH6SmDbcEFVHQAOAPR6vVpaWjrvZiVJF58k70xzXZdHiCdZe2y4Gzg9ouZ5YP9gfSPw0jTNSJLUVZcAO8LqzukTwN3AR5J8Z6jm68D+JD8EPgl8Y6ZdSpI0ZOIjxKpaSdIH7gCOVdUZ4JGhmheT3AgcBPZX1VvzaFaSdFFanuaiLp+BMQikJyfUvAx8dZomJEmXtDenuchJHJKkJhlgkqQmzTXAkjya5MS4EVSSJK03GE34VJJnk9y7Ue3cAizJPmBbVe1h/AgqSZLWuw84WVW3AHcluWJc4Tx3YH3WDn6MG0ElSdJ6fday4xgwdmzTPANsAXh9sD4L7Jzj3yVJujh0zo55BliXEVSSJK3XOTvmGSpdRlBJkrRe5+zo9IPMUzoCHE9yNXAncE+SQ1XliURJ0jiPAU8nuRW4DvjeuMK57cCqaoXVD+OeA26rqlOGlyRpI1X1KqujC58Fbq+qd8fVznMH1mkElSRJ61XVT+mQHR6skCQ1yQCTJDWpU4BNGgmV5LIkryV5ZvC6frZtSpJ0rokB1nEk1KeBb1VVf/D68awblSRpvS47sD6TR0J9Fvhiku8PdmtzPRwiSVKXAOsy1uMHrB53vBnYDnxhuCDJwSRLSZaWl6f65ZuSJL2vS4B1Gevxo6r62WC9BHzgMWNVHa6qXlX1FhcXp2pWkqT3dAmwLmM9Hk+yO8k24EvAqdm0J0nSaF0C7AhwIMlDwN3Ai0kODdU8ADwOPA+cqKrvzrZNSZLONfGwRVWtJOmzOtrjwao6w9AOq6peYPUkoiRJm6LTaUFHQkmSthoncUiSmmSASZKaZIBJkppkgEmSmmSASZKaZIBJkppkgEmSmmSASZKaZIBJkppkgEmSmmSASZKaZIBJkppkgEmSmtQpwJI8kWQlyf1j3t+e5LVBzbdn26IkSR80McCSHAD6wCvAriTXjig7DJytqo8Cn0lyw0y7lCRpSJffB3YL8BXgD4GjwF7gJ0M1nwP+x2B9HPgyq7+d+X1JHgf2ASwsLNDr9abvWpJ0Mblpmou6BNh21gLr7Ji/6MPAC4P1G8A1wwVVdQA4ANDr9Wppaem8m5UkXXySvDPNdV0+A3sbuHyw3jHmmneAKwfrK4Ft0zQjSVJXXQLsJKuPDQF2A6dH1DwP7B+sbwRe+oU7kyRpA10C7Airj/4+AdwNfCTJd4Zqvg7sT/JD4JPAN2bapSTpYrY8zUUTPwOrqpUkfeAO4FhVnQEeGap5McmNwEFgf1W9NU0zkqRL0pvTXNTlEAeDQHpyQs3LwFenaUKSpPPlJA5JUpPmGmBJHk1yYtwED0mS1htMdnoqybNJ7t2odm4BlmQfsK2q9jB+gockSevdB5ysqluAu5JcMa5wnjuwPmufm703wUOSpI30WcuOY8DYsU3zDLAF4PXB+iywc45/lyTp4tA5O+YZYF0meEiStF7n7JhnqHSZ4CFJ0nqds6PTz4FN6QhwPMnVwJ3APUkOVZUnEiVJ4zwGPJ3kVuA64HvjCue2A6uqFVY/jHsOuK2qThlekqSNVNWrrE5+eha4vareHVc7zx1YpwkekiStV1U/pUN2eLBCktQkA0yS1KROATZpJFSSy5K8luSZwev62bYpSdK5JgZYx5FQnwa+VVX9wevHs25UkqT1uuzA+kweCfVZ4ItJvj/Yrc31cIgkSV0CrMtYjx+wetzxZmA78IXhgiQHkywlWVpenuqXb0qS9L4uAdZlrMePqupng/US8IHHjFV1uKp6VdVbXFycqllJkt7TJcC6jPV4PMnuJNuALwGnZtOeJEmjdQmwI8CBJA8BdwMvJjk0VPMA8DjwPHCiqr472zYlSTrXxMMWVbWSpM/qaI8Hq+oMQzusqnqB1ZOIkiRtik6nBR0JJUnaapzEIUlqkgEmSWqSASZJapIBJklqkgEmSWqSASZJapIBJklqkgEmSWqSASZJapIBJklqkgEmSWqSASZJapIBJklqUqcAS/JEkpUk9495f3uS1wY1355ti5IkfdDEAEtyAOgDrwC7klw7ouwwcLaqPgp8JskNM+1SkqQhXXZgtwBfAVaAo8DeETWfA745WB8HvjyT7iRJGqPLL7TcDvxksD4L3DSi5sPAC4P1G8A1wwVJHgf2ASwsLNDr9c67WUnSRWlUrkzUJcDeBi4frHcwetf2DnDlYH0lsG24oKoOAAcAer1eLS0tnXezkqSLT5J3prmuyyPEk6w9NtwNnB5R8zywf7C+EXhpmmYkSeqqS4AdYXXn9AngbuAjSb4zVPN1YH+SHwKfBL4x0y4lSRoy8RFiVa0k6QN3AMeq6gzwyFDNi0luBA4C+6vqrXk0K0m6KC1Pc1GXz8AYBNKTE2peBr46TROSpEvam9Nc5CQOSVKT5hpgSR5NcmLcBA9JktYbTHZ6KsmzSe7dqHZuAZZkH7CtqvYwfoKHJEnr3QecrKpbgLuSXDGucJ47sD5rn5uNm+AhSdJ6fday4xgwdurFPANsAXh9sD4L7Jzj3yVJujh0zo55BliXCR6SJK3XOTvmGSpdJnhIkrRe5+zo9HNgUzoCHE9yNXAncE+SQ1XliURJ0jiPAU8nuRW4DvjeuMK57cCqaoXVD+OeA26rqlOGlyRpI1X1KquTn54Fbq+qd8fVznMH1mmChyRJ61XVT+mQHR6skCQ1yQCTJDWpU4BNGgmV5LIkryV5ZvC6frZtSpJ0rokB1nEk1KeBb1VVf/D68awblSRpvS47sD6TR0J9Fvhiku8PdmtzPRwiSVKXAOsy1uMHrB53vBnYDnxhuCDJwSRLSZaWl6f63WWSJL2vS4B1Gevxo6r62WC9BHzgMWNVHa6qXlX1FhcXp2pWkqT3dAmwLmM9Hk+yO8k24EvAqdm0J0nSaF0C7AhwIMlDwN3Ai0kODdU8ADwOPA+cqKrvzrZNSZLONfGwRVWtJOmzOtrjwao6w9AOq6peYPUkoiRJm6LTaUFHQkmSthoncUiSmmSASZKaZIBJkppkgEmSmmSASZKaZIBJkppkgEmSmmSASZKaZIBJkppkgEmSmmSASZKaZIBJkppkgEmSmtQpwJI8muREkvt/kRpJkmZlYoAl2Qdsq6o9wK4k105TI0nSLHXZgfVZ+11gR4G9U9ZIkjQzXX6h5QLw+mB9FrhpmpokB4GDgz/+vyQvnF+rAn4ZePNCN9Eg79t0vG/nz3s2nU9Oc1GXAHsbuHyw3sHoXdvEmqo6DBwGSLJUVb3z7vYS532bjvdtOt638+c9m06SpWmu6/II8SRrjwR3A6enrJEkaWa67MCOAMeTXA3cCdyT5FBV3b9BzWdn36okSWsm7sCqaoXVQxrPAbdV1amh8BpV8/MJX/bwVN3K+zYd79t0vG/nz3s2nanuW6pq1o1IkjR3TuKQJDVprgHmBI/pTLonSa5M8rdJjib5myQf2uwet6Ku30tJdib5x83qays7j3v2cJLf3Ky+troO/0avSvJ0kqUkf7HZ/W1lg39/xzd4f3uSp5I8m+Tejb7W3ALMCR7T6XhPfht4qKp+HTgD/MZm9rgVnef30p+x9mMfl6yu9yzJrcCvVNVTm9rgFtXxvh0Anhgcqb8iiUfrWQ124DFWf3Z4nPuAk1V1C3BXkivGFc5zB9bHCR7T6DPhnlTVw1X194M/LgJvbE5rW1qfDt9LST4P/BurwX+p6zPhniXZDvwlcDrJb21ea1tan8nfa/8C/GqSXwKuAf55c1rb8t4F9gMrG9T0Wbu/x4Cx4T/PABuezrFzyppLTed7kmQPcFVVPbcZjW1xE+/b4FHrnwBf28S+trIu32u/A7wEPAjcnOS+TeptK+ty3/4B+DjwR8DLg7pLXlWtdDil3vl/A+cZYDOZ4HEJ6nRPknwM+HNgw2fEl5Au9+1rwMNV9a+b1tXW1uWe3QgcrqozwF8Bt21Sb1tZl/v2p8DvV9UDwD8Bv7tJvV0MOufCPAPDCR7TmXhPBjuJvwb+uKpe3bzWtrQu30u3A3+Q5BnghiSPbE5rW1aXe/YKsGuw7gF+v3W7b1cB1yfZBvwa4M8rddc9F6pqLi/go8Ap4CFWt9C7gUMTaq6cVz+tvDret/8KvAU8M3jtv9B9X+hXl/s2VP/Mhe75Qr86fq9dwer/WToGnAD+/YXu+0K/Ot63m4EXWd1N/D2w40L3vZVe7/37Az4P/OHQex8f3Lv/CfyA1QMzI7/OXH+QeXDi5A7gWK0+gpiq5lLjPZmO9+38ec+m432br8FYwr3A39UGn5k5iUOS1CQPTUiSmmSASZKaZIBJkppkgEmSmmSASZKaZIBJkpr0/wHFnrJh7OCN0gAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 432x288 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#不同坐标轴数量，其显示窗口布局\n",
    "create_figure(figsize=(6,4))\n",
    "create_figure(2, figsize=(6,4))\n",
    "create_figure(3, figsize=(6,4))\n",
    "create_figure(4, figsize=(6,4))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 720x576 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "s = sm['sh000001']\n",
    "k = s.getKData(Query(-200))\n",
    "\n",
    "#创建两个显示坐标轴的窗口\n",
    "ax1,ax2 = create_figure(2)\n",
    "\n",
    "#在第一个坐标轴中绘制K线和EMA\n",
    "k.plot(axes=ax1)\n",
    "ma = EMA(CLOSE(k))\n",
    "ma.plot(axes=ax1, legend_on=True)\n",
    "\n",
    "#在第二个坐标轴中绘制艾尔德力度指标\n",
    "v = VIGOR(KDATA(k))\n",
    "v.plot(axes=ax2, legend_on=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": true
   },
   "source": [
    "# 绘制MACD\n",
    "\n",
    "绘制MACD：\n",
    "- ax_draw_macd\n",
    "- ax_draw_macd2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 720x576 with 5 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "ax1,ax2, ax3 = create_figure(3)\n",
    "\n",
    "k.plot(axes=ax1)\n",
    "ma.plot(axes=ax1, legend_on=True)\n",
    "\n",
    "ax_draw_macd(axes=ax2, kdata=k)\n",
    "ax_draw_macd2(axes=ax3, ref=ma, kdata=k)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": true
   },
   "source": [
    "# 内建的三个较复杂示例\n",
    "\n",
    "- el.draw 绘制亚历山大.艾尔德交易系统图形\n",
    "- kf.draw 绘制佩里.J.考夫曼（Perry J.Kaufman） 自适应移动平均系统(AMA)\n",
    "- kf.draw2 绘制佩里.J.考夫曼（Perry J.Kaufman） 自适应移动平均系统(AMA)\n",
    "- vl.draw 绘制普通K线图 + 成交量（成交金额）\n",
    "- vl.draw2 绘制普通K线图 + 成交量（成交金额）+ MACD\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAArQAAAIzCAYAAADxi4q6AAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAAIABJREFUeJzs3Xd8lEX+wPHPpFICRCCAIO0MIr0FpIYlNBFFwfaj2SiClFMsqHgKKoKecieiFFERlRMUxVM4Qg0JSi8JYAFMgNBCSSd1k/n9MZtNYTfZECAJft+vV17ZnZ1nypbku/PMzKO01gghhBBCCFFeuZV2A4QQQgghhCgJCWiFEEIIIUS5JgGtEEIIIYQo1ySgFUIIIYQQ5ZoEtEIIIYQQolyTgFYIIYQQQpRrEtAKIUQJKaW6KaX6FJFnulKqajHKvF0ptcPFvI2VUvcrpQKVUiuVUs2UUkOVUs2VUitdrdPFugYqpVQJjvdWSo1VSnnY7ldXSr2ilPJUSrkXyKuUUgNL2mYhxI1PAlohxDWllHpWKXVCKRWplLrbljZdKTU7T54QpdSdttvjlFJnlVK7lVKN8+R5XSl1Tim1USlV3ZbmrpT6WCl1Xin1jVLK25ZeWSm1ypb/ozxl1FZKbbGVP61AO2sppU5eYTcDgTuLyFMR+MpW1xGl1AFbH3+z/Q5XSq3Pkz8NyLTl76uUWp6nz0FKqV558sYCrwA3AVZgBKCBdsClK+zTZZRSrwD3kOd/h1KqqVIqUyn1u4OfC0qp9wsU8zDQF8iy3c8CngWqAHuUUn558roBgwq+VkIIUZAEtEKIa0Yp1R4YCTQFhgCfKKU8C8nfCvgH0B6YBMyzpQ8EBgP+wGLgTdsh44BGQD1gL/B3W/p0IA6oA7gppR6ypc8DQmz5uyql7rCVXwtYZUu/EpmYQLIw04AVAFrrJlrrVlrrAOBmrXWA1rqN1rpvIeUHKKU+BRYBHQvUdysmWPYHagO+tsd7Ab+AfbTT64p6Z47vB9ymtR6ntc7K85AVOKW1vr3gD+b5zspThicwHngKGK6U8sUE3Gla61jgOaCzUqqa7XnK0lo/Cdxuq18IIRySgFYIcS21AM5rrVO11vsxwWqFQvLfByzVWp/WWm8DaiqlKmOC4Xla60Tga6CHLf8Q4F2tdQbwEXBvnvTZWutsW/p9tmBqAPCOLSBbmCf/KOD1q9Nle/CYr59aa6vW+gsXj58L/AS0VUr9BngB27TWT2itR2mt3wbOKKVG2A5pCjQBZgO1gGzMl4J7gCeVUvuBROCZEnTrZcyXjIKKCuTzPv4u8BnQAHgV6IoJbqsrpTZhAtq7MQF5XhNt9QshhEMS0AohrqVQzIjbfKVUXa31Iq11UiH5bwEi8tw/DTTMm67N9bozbYFu3vQEIOd0dU3gsO32cczIZU3MSOKlAulggt+1V95NAJ5WSsUrpeKBBOAi2KcyhCqlNimlJtvSGiqlmjsrSGs9GRPY7ddaN7OV10Up9bRSaqJSahLwASZoBQjHjFT/EzgKNAfOYKYgBAD/B4TaAuFiU0rVBi7YnuPLmlvE4dpWhgcwCBgDbLb9boGZWpEA9NVa34kZya6drwBT70XbSLoQQlxGAlohxDWjtT6OGYW7FTislHo0z8MTbXNZz9ryALhjRhJzXMKM1hVMTwGqOUj3yHncFvgWVkZOOnnylsS/tda+tp+qWuvKtrLPaa0DgaXAzba8fTFTMQB8bHNoDyil/lGgzKpKqanALuBFIBkTAKYCX2JGOQE6YwLEFOA74AngAeAQ0AozIvpnCfpWCxMgO6KBukqp/QV/MFNCNJgRasz7YBzwrdZ6i62t52x5ViilfgG+BXo6qOeMrR1CCHEZj6KzCCHEldNaHwD6KaUGAV8rpbbbHpqntX4RzKIwW1oc+U83V8ScPi8qPWfUNec0f7ZSStkC1aLKuJ5y5pNa89xOts2lBUAp5QbcDwzHzOmNB/oAC4CoPGW1BirbbnfDzE1tgRmtfQoz1SIVM+1AY4LiK3UOMxruiAZOa63bFnxAKTWd/FNMGgDzgSdsI9T9bY/vBb4BtmCmF8xzUE89WzuEEOIyMkIrhLhmlFJv5ozKaq3/iznV3KqQQ3YDXWzHKswp9VMF0isBjTGn9POmN8aMUIKZhtDBdjsAOGmbapBuO31uTy95L4snT/0O2eb91sUEsL9prRcCGcABzGK4nJ9ErXWm7ZhRmIDwBa11F0ygvhH4EXgIM+VgPVdIax0D1FJK3eTg4aL+j+Td4utZwBuYCYzUWv9Laz0LWA4EYeYNZ1NgXq6tXj+ttQS0QgiHJKAVQlxLJ4DHlVIVbfMfW2FGEJ35HzBYKTUEs4DsotY6GnMa+u+2le7vAZtswdx/gDeUUj2BOZidCgCWAf9WSnXHBE856cuB+UqpQOClPOnXy8PAW0Vl0lq/D/xeINmKmXKQ81NwmsQloL9tBNwLyNBap2Ce73it9dkStv1fmHm7BRW1J639ca31JK11G+BpYL9SqoXtoSOYKRMrtdb/4PKFZvNs9QshhEMy5UAIcS19ihkJ/RNIB2ZorY8oJ/vya60TlVIPYBY3pWNOu6O1/lMp9RQmGDwFPGlLD1VKvQu8jxmVnWFL/0IpdQvm9PYmzGgnwNvALMzp+KVa65+upFPK7HebaRtNdZZHAV5a63Rbki9mYdocoFNh+ZVSt2FGLDPzZGmH2cUgR7UCRSzHnNK/FTPSOVIpVR/wBC4opRYCz2qtk13vaS6t9bdKqS5KqQXA+Dzzjt2xzaF1cFgdzJeLnD7+iBl13w5sA3YppZ7BvJ7vYqamfAqsUUp1xvR/AXBGa31VLxAhhLixqKuzFkIIIf46lFK7MHM6C5uD6wbEaK3b2Y4JBj4EHsfs3FDwWIU5Hd8ds53YO8ArWuuPbSPTj2itR9gzm4tANNZaZ9qmdTyOWZi2yrbf7GbMyPa/beXOB7ZorZeUsO+9tdYb89y/DVintW7kIO90oLpt1waUUnWBc1prqzJXBfsFMxI9RWt9USn1Mmb7tEVa66cc1SeEEI5IQCuEENeBUqqSbQqAsFFKedn2EM6bdjNw9irtPCGE+IuQgFYIIYQQQpRrsihMCCGEEEKUaxLQCiGEEEKIcq3M7HJQs2ZN3ahRo9JuhhBCCCGEKCP27NlzQWvtV1S+MhPQNmrUiN27d5d2M4QQQgghRBmhlDruSj6ZciCEEEIIIco1CWiFEEIIIUS5JgGtEEIIIYQo18rMHFpHsrKyiI2NJTMzs+jMQvzFeHp6Ur16ddzd3Uu7KUIIIUSpKtMBbWxsLBUqVKBmzZo4u/a7EH9FWmuSk5OJjY3Fz6/IxZ9CCCHEDa1MTznIzMzEx8dHglkhClBK4ePjI2cvhBBCCMp4QAtIMCuEE/LZEEIIIYwyH9DeCDIyMjh16pTL+SMjI69ha4QQ4jpIT4fs7MvTs7PNYzeKYvxtLxe0huXLL0+3Wq9/W6611NTSbsHVobX5nZ2de/tKZGaW7PhSVqbn0N4onn/+eYYOHUq9evVcyj9//nzuueceAgMDr3HLhBA3vDNn4NAhuOMOqFLl+tU7bBicOwe//Qb+/lChAuzeDe3aQcOG8OWXZa/Nrjh8GGJjc+8//DB88AHUqmXuZ2VBly7g5mS8KDISjh+Hrl3B2/vat7e49u+H4GDTn3374OxZiIqC6GiYOxc6dSrtFpbMrFnQoQP06wf33QczZkDnzkUfV5Zft1274P33oXt3+PZb076+faFNG/Ne1RoefNDk/fprSEqCMWNgxAi4cCG3HKsVFi+G633V1uhoqF+/xMXICG0hpk+fTrNmzbBYLFgsFvbv34/FYuGFF14AoHPnzkyfPh2A/fv307hx48vK2LZtG7Vq1aJz586cOHECi8VCUFAQY8eORWvtMG3WrFnMnTuXbEejG0VwVN7evXvp06cP3bp147333gNwmBYZGUnv3r1p27Ytb7zxhtM6Tp06xS233GJ/Xs6fP4/VaqVBgwb2tAMHDhS77UL8pSQkwIAB5h/r4MGQkWHSR40yAdGbb+bmjYmBHj1y7+/dC336QLduYPv8kpkJ99xj0j791KQdPmwCrp9/hp49TR0nToDFAkFBMHas+Wf32msmzWKB2283//QdcVSHMytXQliY+Sf79dcQEmIC27CwwoNZR212Vu9vv8G99+be37fP5AkMNIGKM87yZWaa9p4+7fzYY8fM8fv3m5+XXjL5c+7v3WuCWke2bIHx42HdOrjrLpMWH2/a0a0b/O9/ztvnat+efDL3tWzUCP7zH9f7BvDFFzBkiBmlbdbMtLN+fdi+vfBg1lH71q837ejSJbcdu3aZPK1bwyefFN5mV/rm6rE7d5r3vqcneHnB+fPmi1NOMJuZWfZeN1eP7dTJ/B0YPx42boSKFU1f3Nxg2TJzPMBPP8EPP8DatbBkifkcrl2b+7Nhg/Ng1lF/HXH0+m7daj77Fgv07m3SXnoJ+vc3f382b3ZeXnForcvET4cOHXRBp06duiztenrttdf0F198kS+tZ8+eul+/fjorK0tXrlxZv/baa1prrWfPnq09PDz0H3/8kS//uHHjdHx8vNZa65dffln/+uuvWmut77zzTh0eHu4wTWutP/roIx0aGlrsNjsqr2vXrvrEiRM6Oztbd+nSRUdGRjpMe+aZZ/TWrVu11lp369ZNnzt3zmEdK1eu1B999FG+tD179ugXXnih2O0VJVPanxFRAh9+qPW6deb2uHFa//CD1itXav3ooybt8ce1PnxY69hYrfv317pdu9xju3bV+sQJrbOzte7SRevISK3fe09r298jPWCA1omJWn/zjdZHj5q0++/X+vfftX75Za1tfyP0nXdqbfubY3f//VqfPOm4zY7qKMq992odFWVut2lTdH5HbXZU79GjWg8cqHXPnrnHjh2rdUyMud28uda2v72XcZbvzTe1/te/im7j+fNa16hh6s75ad5c68WLCz9u/vzcujp00DotTetJk7T+7DOtrVatLRbzmjpqn6t9y5GVpXXfvlonJ7vet7g4ratV03rzZq0nTDCv24kT5v1ZFEfta9XKvFapqVrfdpv5PXiweX9ZrVrffnvhbXa1b64c+49/aL1xo9b//Kfp3+zZWrdvbz5btWqZ1zDn81hQab1urh77j39ovX+/1sHBWvfubT4j//yn1gsW5P490VrrJ5/U+uGHtR4xwrwOv/yitb+/6Xv79oW/Pxz11xFHr+9772m9Zk3+fKNGaf3ii1rv2aP15s06O1vrgwfNW6QgYLd2IY4sN1MOnn7afPm9mtq2hX//u/jHWa1Wjh49SoMGDexpwcHBTJgwgbVr13LbbbfZ01NTU6lWrRoAM2fOtKdfvHiRmjVrOkwDM/obFhZGj7yjMi5wVF5sbCz1bcP5NWrUIDEx0WFajRo1iIiIwN/fn/T0dHx9fR3WsX37djZu3MjHH3/MnXfeyVtvvcX27dv56aef2Lx5M61atWLhwoV4eJSbt5cQ199TT+XePn/enOJdtgweesik9etnRjbuv9+MluUdiYyNzT1FV6MGJCaaEdDZs01aYKA5vf/AA+Y04urVEBdnRkny/I3g4kWw/c0BzOjKLbeAs+lRjuro1evyfDm7b3h6Oi4nM9OMHrm7m9PZ8+bljjQ7arOjelu0MKPA/fvnlrtwYW75VitUquS4fkf5jhyBf/0LXnjBlB8Q4PjYnH5ZLPnznD0LtWvnz7dtm3kNn3/e3B83zszbXLYMGjc2p4ZDQ+Gtt8xz0bSpGQF21D5X+5Zj5Uozmli5sut9mz4d2rfPvf/oo+DhAb//bk65V6oE33/vuG8F25eRAT4+uVNGvL1N32vUgPBwczvve69gm13tm6vHurnlTgNJSTGjh88+a0ZG+/Y1o685C23Lyuvm6rGBgfD3v8Njj8ETT5jpBW+/DQ0awNSpkJxsXgt3d/O+rVDBfKa8vc2xrVqZv0FVq+aWWfA5cNRfB2elC76+Vit4bN8O337LudEvc6zPKDp9PhG0JmyzFbejoXRdPpGsrBS6dq3A6tVxdOvmi1LF319dIo4izJw5k8WLFwOwceNGAOrWrcuGDRvo0KEDgH0/0NGjRzN16lQmT55caJnLly+nRYsW1K1b12laxYoVSS3BhPW85XXr1o158+ZRvXp1jh07RuvWrR2mWa1W5s6dy8mTJwkKCnIakA4YMIB//OMfVKpUiT59+hAREUHHjh3ZsGEDN998M4888ghr1qxh0KBBV9x+If4ytm0zgVvnzvDxx7nBZPXq5vR13n8yObp1M0Fg9ermH0vr1nDpUv5jY2LM7eRkWLHCzFvNuzPG8uUmKMzzd4j33y/81KazOgp6+20T+Pj4mH9uw4aZ07xHj5p/qJcumQA2MND8U8wJZnMUbLOjeh0F0jnmzDF1OguoHeV7/XXzz3v4cDMV4803zXzfgrZsMVM0wJymzWv/ftPupUvN/S5dzE9eMTFmnmOLFua+h4d5nvL2LSdQcNQPV/u2eDF884257Wrfhg7NH2R+/rk5BX3XXbBmTf68jvqWt31+flCtmplucuGC+cJ2003mi9nq1SaAHDLEeZtd7VtxjwXzPpw1y7R17FiTlvezUVZeN1eP7dPHTM/55BPw9TXvw8WLzWcuKckEtmFh+fsIZsrBn3+aHzDTfEaMMMcVfA4K629eeV7fpclDWH5vFquevI/0wGYM7NGA71Z1I+lYUzz9q5L2/Z/Ee/pg7daWS3Mms2hRe/z8LpKd3R139yK+1DhQbgLaKxlJvRqmTZvGiBEj8qW1a9eOJUuWMHToUBISEti0aRMXLlxg4sSJREREkJ6ejrdt0nh2djZaa/sWS5GRkbz77rts2LDBXp6jtKioKPsIanEVLG/hwoVs3ryZV199lalTp6KUcpg2e/ZsVqxYgVKKyZMns379evr163dZ+V27drX3r127dhw5coS7777bnhYQEMCRI0euqO1C/KXExsKkSWZUBsw/jJwvssnJjncJADNys3kzvPqqGYFRKvfYatVyR2TA/IP7/HMYOdKMwN5xhxlte/ddM2cuR3y8WcR1663O2+usjoJeecX8ALRsaUZ63NzMabGQkKKfl4JtdrVegB07TPCVt2+u5Nu3DxYtMvMP777bBACOgr7YWLOY6NFHTXCbw8/PfNHImSPoTKNG8N13Zk702bNmxCtH3tfcUT9c7dvvv0OdOrlfhlzt2x13mHmveWlt3l9ZWfnb6kjB9q1aZeZ0vvIKfPaZSVuyxASGAIMGwcCBcNttl7fZ1b45SysoNdUEenv25M5XDQ01I/8dOxZeJ5TO61acY3fuNIHmu+9C8+YwcaIZeZ0/37wOcPkOBn/8YT6Pd99t5tf26XN50JvDWX8LND/t6SU0//VTrNYYugaMI+Fvt5MY4IObTmB92G9UGlmb9GMnSBt/P10b/4zb+QSykvtRYdOv3DW5AxkZV77LgiwKuwLt27cnPDycli1bAma6wdy5cwkJCWHgwIGEhYXZ83bs2JHQ0FAA4uLiGDp0KJ9++ql9GoKjNIBVq1Y5DCaL4qg8d3d3mjZtCsDw4cOdpkVFRREdHU1aWhp79+51us9p//79OXPmDCkpKaxbt46WLVsycuRIwsPDycrKYtWqVbRp06bYbRfiLyUjw5wanDXLjESCWX29dau5HR7ufIFGzmk/MKNuzo4dP9780wYTsPr6mtHgoUPN4qo8f3P44YfcBS/OuNq+HF9/bU5vO1vx74ijNrta77FjZirHsmWFj4Q5yufvb6Y/gDktn/OaFJTzdzE62gQavr7mJ2cRX2H7Q997rxkdzM6GtDRzWrlFC1NfTt8aNnTcPlf7Bmb0ffDg3Puu9q2gjRtNgNShgwl0L1xwvq2To/Z5e5sR39atcxc1RkSY1zU+3uxkkfN8FWyzq31z9dibbjKfm7xXVnzkERNsjx5d+LGl9boV59hp08x0pS+/NCOsYJ7/jAwzJQlyt17bsCF3i67Ro81rMnq0WWTp7P3rqL8FbNuWhU9UBOFbwkiPOUjj1N95/Ik0fO9+CY80dzwupuBx4Cj4++PuXhG3xHQzJcXbC3UFi+Av48pE2+vxU1YXhd1+++26Z8+eumfPnvrrr7/WPXv21AkJCTogIEBv3rxZv/baa7pJkyb64sWLWmutP/30U/3ss8/ay0hJSdGDBw/Wly5d0i+88IKuU6eOvbyQkBCHaWFhYXratGlX1GZH5Wmt9SOPPHLZIrOCaT/99JNu3Lix9vHx0f/3f/+nrVar3rhxo/7ggw/yHbdp0ybdtGlT3apVK/tjBw4c0K1atdItW7bUL7/88hW1XRRfaX9GRAl89JHWvr65i4q+/lrrhAStW7fW+plnzIKKvItA8i5+0lrrRx7ROu9n+tgxs3Bk8mStAwLMoozISK27ddO6e3etX3/d5HvhBa3r1Mmt1/Y3Qg8dahZo5Ni4UesCn32HdTizfbvWjRvnLvDS+vJFQFqbNk6Zkv9+wTYXVm/e5+Whh7Ru1Ci3b7//rvVXX5mFZnk5ynfokNa9emndqZNZOJOZ6bhf331nFs8cOmQW5+WU8dRT5vGgoNy8v/yi9Tvv5N7fuVPrjh3NcTkLyHbuNK/5mDFmkZuz9rnaN63N83fhQu59V/umtdYzZmi9aZOpb8AArd9/X+vjx7UODDR9DAtz3DdH7dPaLHDK+x5YvFjrunW1rlpV66efdt5mV/vmLM2ZnEVhp06Z99ioUVoPGZK7+MpR30rrdXP2nBb0yy9mgZXWZiHfhAmmn5MmmQV9b7xhHvvzT62XLdN63jytMzLMgriePbWuXt389vXNfW84eg4K9verr/SJOd/oDRu0zsiI1RcvhuizM5/VWTf76eyqlXX6U0N1YuJunfLpTJ31t/ra2vo2nbJ0tk5M3K2T9qzUyb/8RydF/KCttzXSyRuX6MTE3frChf9pqzX/wj5cXBSmdBnZRDcgIEDvzon+bU6fPp1vnml5FRERwZkzZ+ifd/FCIebMmcOkSZPwLOobmfjLu1E+IyKPuDgzGhYYaE4/Fsfp02Yks3///KOvV5MrdcTGmm223nnHnIbP0aCB2TrpWtV7PXz7LZw8aVYqF/Tss+b1K2pLs4KOHjWnw++5p/T3OJ02zYymVqpk5lA++6z5OXTIjBQuXVq8EfeyZtYssyhs9Wr48EPTx+BgMy/6iy+gSRPXyyorr9uoUWbh2t/+Zs769O5tFnmdO2fm0j74oJlfW6eO2Q4sIcHk79/f9D1Hnz5m6kGFCo7rKdBfraF7d01sbAZbtmzEy6sq7u4VS9SVjIzz+Pr2yDeHVim1R2tdyCpNWz4JaIUov+QzIkQZ4so8U1E2WK1modONID7efMlTyuxo0aSJmR5So4ZJy852/CUkMbHoOcsOnD5tinZ3TyA8/HcqVUqhXj0flCr5F52SBLTl+GuWEEIIUYZIMFt+3CjBLJg53DlzX3NGmGvWzE1zNqJ+BcHshQvQpo3mxRfjSUj4hVtvzeCWW6pelWC2pG6gV1QIIYQQQlxtOZtd3HRTKs88c46goON4eta4ov1ir5XSD6mFEEIIIUSZdOiQ2dns4MHzJCRsZfz4o7RoUblMBbPgYkCrlKqulOqrlKpZdG7hivj4eOLi4q5LXZGRkdelHiGEEELcWKpUySQtLY3o6MO4u/vg4eH4KqKlrciAVil1E/AT0AnYrJRqqJT6n1JqnVLqe6WUly3fJ0qpbUqpV/Ice1maMFulTZgwgdjY2GtaT3R0NADz58+374VblDNnzrBhwwaSkpKuZdOEEEIIUUadOgX//CdYrQlUqfILISGhdOvmjZubV2k3zSlXRmhbA1O01jOBYOA+YI7Wuh9wFrhTKTUEcNdadwH+ppRq4ijtGvXhmnnsscfYatvMe/r06Xz55Zc89thjtGvXDovFgsVi4ezZszRq1IiPPvoIgDp16rBkyRLAXByhl4PLM3799dcMGDCAW2+9lV27dhEYGEjr1q355JNPnLZl3759dOvWjcDAQGbYLk25detW/P39sVgs9LZdneall16if//+aK3ZvHkzALNmzWLu3LlkF7Fx8eHDh3n44Yf5+eef6dmzJxkZGZw4cQKLxUJQUBBjx44l764YBw8epG/fvgCcOnWKW265xf68nD9/3mEdcXFx3HXXXQQEBPDkk08CYLVaadCggf3YAwcOFNpOIYQQQlw7X3yRzfTp2YSH70UpN7y9azi92FJZUeSiMK31FgClVCBmlPZ1rbXtshP4AeeAYcAKW9o6oDvQzkHaDXE91A8++IDu3bvnSwsPD+fcuXPE5Lm2eXBwMDt37iQ5ORmfPJdqXL16NUtt1/qeNWsW//nPf6hTpw4tW7Zk1KhRDutcsGAB33//PbVq1aJFixY8/fTT7Ny5kw8++IABAwbY850/f5727duzb98+GjRoAICHhwe9e/fm559/pkfO1VociIiI4LPPPuPWW2/lwIEDREVFsXTpUubPn0+zZs0YMGAABw4coHXr1mitmTJlCpmZmQDs2LGDadOmMX78+EKfuy+++ILhw4czfPhwhg0bxu7du3Fzc2Po0KG8/fbbhR4rhBBCiGsjKwtiYqBOnXSefPIAffsm06RJ2Zsr64yrc2gV8DAQB2Ta0roAN2mttwOVgVO27LFAbSdpBcsdq5TarZTa7WxELy+LxVwGGsxV2ywWc5U3MPskWyzmynFg9g22WMyll8FsNWGxwI8/mvtnz7rSc9c0aNCAqKgo9u/fT7NmzezpYWFhDB8+nE2bNuXL7+HhgZttG40aNWoQHh5OVFQUNWs6n6K8cOFCatWqRWZmJlarlUqVKrF9+3beeOMN2rVrx7x58wAzncFqtRIaGkrPnj3tx3fu3Jl9+/YV2o8HHniAhg0bsnr1auLi4vD392fmzJn2Pl28eNHexs8++yzf6PP27dtZvHgx7du35+WXX3ZaR40aNTh48CDx8fFER0dTv359tm/fzk8//USnTp0YNWoU1pzL8wkhhBDiuhgzBgIDszh9ejtaJ3DbbVXKTTALLga0tquPTQAigEFKqerAB8ATtizJQM7lIXxs5TpKK1juIq11gNY6wC/v9ZXLuElyoVX5AAAgAElEQVSTJmGxWHjwwQcBcHNzw93dnX379tGhQwfAnL6vX78+gwYNIjjvlTgKuPfee1m9ejXz5s1jyJAhRdY9Z84chg0bhqenJ48//jihoaFs27aN+fPnc/HiRVq2bMnx48dxc3MjMDCQ3377DYCKFSuSmppaZPnJycmsWLGChg0b5ju9sHz5clq0aEHdunW5ePEiX375Jc8995z98QEDBhASEsKuXbvYtm0bERERDsvv3r07x48fZ+7cuTRr1ozq1avTsWNHNmzYwM6dO8nMzGTNmjVFtlMIIYQQV4fWmpEjz/Hkk79TubI7np5lc+FXYYqccqCUmgqc0VovBXyBeOAb4CWt9XFbtj2YKQXbgTbAH8BJB2klEhKSe9vTM//9SpXy369WLf/9mjXz33flipIF54vk3Hc05aBJkyZ89913/N///R8Aa9eu5ciRI8yePZtz587ly5uVlWW/vWTJEr799lsABg0axMCBA7ntttsctmfHjh2sWbOGDRs2ABAUFISHhwceHh40bdqUY8eO8cwzz+Dv709MTAxDhgxh9erVNGvWjKioKOrXr19kn319ffn8888ZOXIku3bt4o477iAyMpJ3333XXu+LL77IrFmz8l2at2vXrnjbLv3Xrl07jhw5QuvWrS8rf8aMGSxYsICqVasyZ84cPvvsMx599FH7sQEBARw5ckPMTBFCCCHKtG++gZiYLB5//HdatTpGhw41Uapkl68tLa6M0C4CRiqlQgF34G9Ae2CaUipEKfUwsMqWZw7wELDaSVq5Urt2bfuWV5GRkdQpJApu3749586d46abbgLM/NkVK1awdetWateuzdGjR+1569SpYy83IiKC+Ph44uPjOXTokNNJ18eOHeOpp55i2bJleHp6orWme/fuJCcnExMTw759+/D39wfMlmBVqlTB29vbvhBs1apV9OvXr9D+jh8/3r4bQnx8PL6+vsTFxTF06FA+/fRTqtmun75lyxamTp2KxWJh//79vPLKK/Tv358zZ86QkpLCunXraNmypcM64uLiOHDgAFlZWezYsQOlFCNHjiQ8PJysrCxWrVpFmzZtCm2nEEIIIUpGa/jqqyy+/voSKSnReHnVRqnye70tVxaFxQF9CyTPL5hPKWWx5XtHa53gLK08GTduHMOHD+fjjz/m5ptvplevXnzxxRdMmjTJHtzl7DjQoUMH2rdvD0B6ejoRERG0bdsWMCOpa9euZeLEiQA899xzPP3003z11VdMnTqVFi1akJyczBNPPEGTJk1YtmwZXl5ePPDAA/a2TJ06ldjYWIYPHw6YObXPPvss7dq1w8fHh3/+859Uq1aNw4cP06ZNG6pUqcJdd93FkiVL2Lp1K35+foXO0QV44YUXGDlyJEop+vXrR9OmTZk6dSonTpxg0qRJ9v4ePnzYfozFYuHNN99k8+bN9OrVCy8vL8aNG0fTpk359ddfWbZsGW+++aY9/0svvcTjjz/O8ePH6dKlC0OHDqVLly4MGzYMrTWDBg2iT58+JXrdhBBCCOFYdjakpYG3dwoffbQXrTOpUKH8TPt0RuXdhqk0BQQE6N27d+dLO336NHXr1i2lFl1b69ato1atWvag91qaM2cOkyZNyjdFQNwYbuTPiBBCiKvviScgKsrK11+H4uXlhodHldJukl1Gxnl8fXvg7l7ZnqaU2qO1Dijq2PI7tlzOFXX6/2qaMmXKdatLCCGEEGVXYGASdeuewcvLEw+PSqXdnKtGAlohhBBCiBtUZibMmQMNG2Zz332nuOeeA3h4+OLmduMEs+Ditl1CCCGEEKL8cXfXfPNNJuvWneXSpYN4etbAzc27tJt11ckIrRBCCCHEDWTTJnjzTfj++1i0/p2VK5Pw9fXBza1WaTftmpER2lKSkZHBqVOnis54FeRsESaEEEKIG1N4OJw7B1pnYbXGcf58Cr/9dgCwUr16TdzcKpR2E68pCWhLyfPPP090dPQ1rSMmJobMzEx+/PFHli1bdk3rEkIIIUTpiI6Gtm1h3ryLxMVtpn377YSG7qZFC598OwbcyCSgLcT06dP58ssvL0tr1qwZFovFfmEBi8XCCy+8AEDnzp2ZPn06APv376dx48aXlbtt2zZq1apF586diYyMpHfv3rRt25Y33njDaVtOnDiBxWIhKCiIsWPHorXm1KlT3HLLLfa2nD9/nnnz5tGxY0cuXbpEcHAwnp6e/P3vf2f16tUkJSUV2t+EhAQGDBhAv379GDx4MBkZGcyfP99eftu2bXnyySexWq00aNDAnn7gwAEAUlJSityGzFEdOZ566il+/PHHQo8XQgghBCQlwZo1kJWVhq9vOJ98so9HHw3Hw6MK3t618PD4awSyOSSgvQLTpk0jJCSEkJAQewAXHh5OdnY2Bw8etOcLDg7m5MmT+S5EALB06VL7RRbmzZvH66+/zv79+wkODub8+fMO61y4cCHz589n06ZNREdHc+DAAXbs2JGvLX5+fuzfv5/Ro0eza9cuKlfOfTOPGDGCVatWFdqvr776iilTprBu3Trq1KnD2rVrGT9+vL38Hj16MGbMGCIiIhg6dKg9vVWrVmRlZfHQQw8RHx9f7DoAwsLCOHv2LPfcc0+hxwshhBACpk3TDBmiOXJkB5mZ53nggSxq1apWrq/2VRLlKqC1WGDJEnM7M9PczxlATUkx95cvN/cTEsz9774z9y9cMPdzBgDPnr26bbNarRw9epQGDRrY04KDg5kwYYI9aMuRmppqv9JYjRo1iIiIICYmhvT0dHx9fR2WP3PmTJo1awbAxYsXqVmzJtu3b2fx4sW0b9+el19+GQCtNZmZmaxbt44BAwbYj+/cuTP79u0rtA9PPfUUffuai8KdP3+eWrVyJ4+fOnWKmJgYAgIC2L59Oz/99BOdOnVi1KhRWK1WABYtWkSjRo2KXUdmZiZjxoyhUaNG/PDDD4UeL4QQQvxVJSVBTAxkZaUyZUoE33+/jZtv9sLT8yaUUqXdvFJVrgLasmLmzJn20+1ZWVkA1K1blw0bNtChQwcAkpOTiY2NZfTo0QQHBzst684772T79u3MnTuXoKAgPDwK/2a1fPlyWrRoQd26dRkwYAAhISHs2rWLbdu2ERERQb9+/fjpp5+45ZZbGDRoEJs3bwagYsWKpKamutS/bdu2ERcXR+fOne1pH374IePHjwegY8eObNiwgZ07d5KZmcmaNWtwd3cv1hWr8taxdOlSmjdvzgsvvMDOnTv54IMPXC5HCCGE+CvIzob+/WHUqDTi48OoVu0C3bt74+bmVdpNKxPK1bh0SEjubU/P/PcrVcp/v1q1/Pdr1sx/v06dK2/HtGnTGDFiRL60du3asWTJEoYOHUpCQgKbNm3iwoULTJw4kYiICNLT0/H2Nvu+ZWdno7VGKcXs2bNZsWIFSikmT57M+vXrnV5FLDIyknfffZcNGzYA0LVrV3uZ7dq148iRIzz88MM0bNiQyMhIBg4cyMqVK+nVqxdRUVHUr1+/yL7FxsYyadIkVq5caU/Lzs5m8+bNzJw5E4DWrVvb6w0ICODIkSPFev4K1rFv3z7Gjh1LnTp1GDFiBNOmTWPSpEnFKlMIIYS4kbm5wZNPnsfL6xgeHlVxc5PL2eclI7RXSfv27QkPD6dly5aAmW4wd+5cQkJCGDhwIGFhYfa8HTt2JDQ0FICoqCiio6NJS0tj7969Tk8ZxMXFMXToUD799FP7dIX+/ftz5swZUlJSWLdunb3uI0eOcOutt+Lt7U12djYAK1as4O677y60DxkZGTz44IPMmjWLhg0b2tPDwsK444477G0bOXIk4eHhZGVlsWrVKtq0aePy8+SoDn9/f/vWYrt3785XtxBCCPFXdugQbNmiSUk5wsCBuxg4UEsw64AEtEV49dVXCQgIICAggHnz5gH5pxwst03abd++Pa1bt8bT07zJ1q9fj8ViASAoKCjfPNrRo0fz/vvvk5KSwowZM7BYLPj5+VG/fn2CgoLYtGmTva4cs2fP5sSJE0yaNAmLxcKWLVt47bXX6NWrF507d2bcuHE0bdqUxMRE6tSpQ/PmzVm0aBF9+vTh8OHDnDp1itatWxfa108++YS9e/fa+5fTt+DgYAIDA/M9JyNHjqRt27Z06dKFPn36OCzv119/5ZVXXimyjlGjRrF582YCAwP56KOPeO6554p6WYQQQogbntYwbpxm7NgMkpKO4OXlh1Lupd2sMklprUu7DQAEBATo3bt350s7ffp0seZllicRERGcOXOG/v37X/O6FixYwLBhw6hateo1r0tcXzfyZ0QIIf7KTHiWxR9//EFKSgz+/lVu+IVfGRnn8fXtkW/vXKXUHq11QFHHyghtKWnduvV1CWYBxo0bJ8GsEEIIUVbkbNnkgNYwYwZMnGglMXEPfn4naNKk6g0fzJaUBLRCCCGEENfTsWNOH1IKkpLSiYs7T2ZmEl5eftevXcXk8VXZuRhSudrlQAghhBDiRpRzDaaGDU8zdWo4Hh4+eHg43pu+rHA7frq0m2AnAa0QQgghRCl7+GFNxYqp/PDDPry9a/5lr/h1pWTKgRBCCCHEdaY1BAdDVhZkZsby2mu/8uGHO/H2rlXqwexXh8rOVAJXSUB7gztWyDydv7qcvW+FEEKI623dOrjzTli69E8SE7djsVy07WRQ+qHZ8YSyM5XAVaX/rIlr5u2332bv3r2l3YwrFhkZyebNm0lPT78m5c+fP99+gQshhBDieshu2BhmzKDfnYr/1BjL3XefwMurdr6tqsqz0looJgFtIS5dusTgwYPp2bMnI0eOJGfP3tjYWKpUqUJaWhoA06dPp1mzZvaLLcybN4958+ZhsVioWLEiFouF77//nnHjxvG///0PgLlz5/LOO+8wffp0vvzyy3z1JicnM3jwYLp3786jjz6K1Wp12BZn7QMzMhsdHc2QIUOc9i8mJoYePXoU+Tz89ttv3Hvvvfb78fHxBAYG0q1bN3t/XLVv3z66detGYGAgM2bMcJpvy5YtjB8/nnXr1nHXXXcVqw5HTpw4gcViISgoiLFjx6K1ZtasWcydO9d+NbXiHLt371769OlDt27deO+99wATgPfu3Zu2bdvyxhtvOE0rzMGDB+nbt6/TeoUQQpQzebbo+vNPaHF6PTvohAIeqryaChXKx7aargSqlVsOouL4GVSpGkDlloOuQ6tySUBbiC+++IIuXbqwZcsWvL29ybnww/r160lLS8s3ujdt2jRCQkIICQlh4sSJTJw4kZCQEOrVq0dISAiDBw9m6tSpvP/++2RlZbF06VLGjx/vsN4PPviAJk2asHXrVtLT01mxYoXDtjhrX07bJ0yY4LRvcXFxPProo1y6dMmedu+999qDcovFwqJFi/jzzz95/vnnSUhIsOd79dVXeeKJJwgNDeWdd94pVqC1YMECvv/+e0JDQ1mxYgUJCQn56rRYLPz3v//lt99+Y8WKFcyaNYuEhIRijdI66sfChQuZP38+mzZtIjo6mgMHDuDh4UHv3r35+eefCy3P0bGTJk3is88+Y+vWraxcuZKoqCjmzZvH66+/zv79+wkODub8+fMO05zRWjNlyhQyMzOd1iuEEKIcadQIHn/c7MXVqBGpqVC1fT18n7yDpMTdXDr439Ju4WX8F/Rj9vaPqTonAP8F/ezpBXc0qNxyEN6zPy6V4NWRcrOE7siRp0lO3n9Vy/TxaUuTJv92+ni9evX4/PPPGTx4MIsXL7anr127lgkTJrB27Vr69evn9PiCGjdujJ+fH6+99hp33303VapUcZhvx44djB49GoDu3buza9cugoKCLmvL2bNnHbYP4M8//6RZs2aAGUHOzMwkLCyMxMRE1q5dS6VKlVi+fHm+kdcffvjhsracO3eOlStX5rsIRGhoKG+99Rbu7u40bdqUY8eO0bhx48uOtVgsDBw4kO+//56aNWvyww8/sHDhQgAyMzOxWq1UqlSJkJAQh89Damoqy5Yto3Hjxnh7ezvMY7FYqFevHkeOHGHIkCG8+OKLDvuR18WLF6lZsyYAnTt3JiwsrNCR6pkzZ152bGxsLPXr1wegRo0aJCYmUqNGDSIiIvD39yc9PR1fX1+Hac589tln9OrVi+DgYKf1CiGEKEeOH8+55BcoRdOmcfz00zaqzkklo3RbBpig1O2ECVSzG9Tl0sH/ci4l1v543tsFuZ04be+bm+2iD5cO/hevtxaS8fKT17DVjpWbgLY03HPPPaSmpjJkyBB69erFv/71L9zd3dm2bRtbt26ld+/e9rwzZ85k8eLFNG/enI8++shpmS+++CKdOnUiOjraaZ6kpCQqVzZzaSpVqkRiYqLDtjhrnyNHjx4lNDSU119/nU2bNjFs2DCXnoNatWpdlubh4YGPjw8A1atXJyYmxmFAC1C5cmV++eUXgoKCOHPmjP0yrXPmzGHYsGF4eno6rTsmJoZvv/2WFi1aFNrGCRMmcMcddxAQEMDjjz9O7dq1neZdvnw5LVq0sLejYsWKpKamFlq+o2O7devGvHnzqF69OseOHaN169ZYrVbmzp3LyZMnCQoKwsPDgzvvvPOyNEcuXrzIl19+SXBwsD2gddZmIYQQ5csvv8D/eJ1JceF4e1cDrvyqXx5f/Yh1+D1XpV2OglJXZTeoaz8mu0Hp/38qNwFtYSOp18qRI0e48847uf/++xkxYgRffvkl7dq148KFCzzwwAP2eapgphyMGDGiyDJbtGjBzTffTPXq1Z3mqVq1KsnJyYCZx1u1alWHbenatetlaY8++ihgArXk5GR74PnII48A0KBBAzIyHH8vvPfee/NNLRg2bBhjx469LF/eoDk5ObnQOag57clb744dO1izZg0bNmwgNTWVAQMG5DtmypQpDBo0iEaNGvHdd9/Ro0cPzp49S506dRzW0aFDB9zd3bn99ts5efIkY8eOddiPyMhI3n33XTZs2GB/LCoqyj7SWpiCxy5cuJDNmzfz6quvMnXqVJRSzJ49mxUrVqCUYvLkyaxfv56PP/74sjRHo/ovvvgis2bNuizAd9RmIYQQZcCSJfDYYy5lXbMGljGcUSlRVKzo+Oysq671xQxqVapuH5mtVcnEKjkjud6zP7aP5JbmaKwjMoe2EIsXL+b777/H3d2dli1bkpaWRnBwMC+//DIhISFMnjz5stG0q+GOO+6wn4YPCwujU6dODtviKC3HXXfdxcqVK+33c0Z8C/PDDz/Y5wGHhIQ4DGbBBOU583XDw8Np2LCh0zIL1nvs2DGeeuopli1bhqenJxUrVsxXZ0hICIMGDeLee+/l6NGjZGdnk5aWVmj7d+7cSVZWFr///jsNGzZ02I+4uDiGDh3Kp59+SrVq1ezHrlq1qshpI46OzZluATB8+HDABMfR0dGkpaWxd+9elFIO0xzZsmULU6dOxWKxsH//fl555RWnbRZCCFEGFGNbzDffhD10oHr1sv+3/Oi4dbzYeQyJU3ZzdNw6IM9Irtb2KQoA2Q1dG5m9HvvaSkBbiL///e8sWbIEi8XCzp07GTlyJMHBwQQFBQEQFBTE2rVrS1zPq6++SkBAAAEBAcybN4+JEycSGRlJ165dqVixIg8++KDDtjhKy3H33XezevVqzp07V+L2FTR+/HhGjRrF2LFjqVKlCvXq1WP16tUsybOS05mpU6cSGxvL8OHDsVgs/PHHHw7zvfLKKwwbNowePXowbtw4qlSp4rSOTz75hC5dujBixAin80xnz57NiRMnmDRpEhaLhS1btrB161b8/PyKnJvq6NicNr799tv2IHXGjBlYLBb8/PyoX78+QUFBDtM2bdrEvHnz8tVx+PBhewDetm1b3nzzTaf1CiGEKB9C6MmJE+b2TcQ7HdQo67Ib1DUL25TKN73A1akP12NfW1VWtgIKCAjQeVfpA5w+fVrmDZbAyZMnCQ0NdXm+bHEcPXqU/fv3c8899+Dt7c3Bgwc5ffp0sRbJFZejOiwWi9NFZUWZM2cOkyZNKnQeb1knnxEhhCgl06ebHyesVrjNM5LGQX9j40ZAKZISd6O1Rr33bzImDy+yCnf3Sri7++RLu5qn+atUDci3aC0p0cRhb/2ykJe75q/D1Xod5XNUniMZGefx9e2Rb09epdQerXVAUceWmzm0ovhuueWWaxLMAvj7++Pv72+/37hxY1q2bHlN6iqsjisNZsHM1RVCCCGuBQ8P2EQQ6R9FcenS78QPgguRL5GUtBdrr4tw4Ksiy1DKk1atfsTT8/ructOwWvkbKCnzAa3WutwO0f+VuDJHtzzUUZ6UlbMrQggh8rtwAW66KQW/hseJiG3AmTMn4RnwTN5PlSoB+Pi0Qqn821H+789QBtwaaL+fnn6CmJgvSEs7cd0D2uEtrnwXBY1G64KLxR2lqasa35XpgNbT09O+Ul+CWiFyaa1JTk4u19MlhBDiRnTxIrRsqRk7NpZhD0NmZhy33fYxvh3HYP1tjdN45uSRc/j5DbbfT0s7RkzMF2RmXv21MFdDdnYGSUm7SUuLIi3tOGlpx0hLO461/0XYm39v/P7esLdAmrd3Q1q0+Aalrs5yrjId0FavXp3Y2FiSkpJKuylClDmenp6Fbv8mhBDi+vPxgcceSyIo6ADn0qB27WHUrTsaTo8hqRiDc56efgBkZBQd0H516McSjapeibNnP+fMGXOxJHf3alSo0JBq1bpS4Y9Eslvdni9vWPRuetTPnQablhZFXNw60tKiqFjx1qvSnjId0Lq7u+Pn51fazRBCCCGEcImHRwrPP7+NuLgNnDwJdQd9DIc/LvbFB9zdK+PmVjnfCK2j/WD9F/TjXEos44NnUKtSdftWW9dafPxmKlduib//v/HwyHMVzEaX5/3zWDYP1x1jv5+Wdpy4uHVcunTgqgW0sm2XEEIIIUQJxcXBgAGaHTuiUMqdCxdWUalSc7yGjCEpcTeXDv632GV6edXKN0LraD9YVy9VezVlZJwlNfUwvr698gezDvgv6Mfs7R9TdU4A/gvMLkUtl4wmIRPmb3/TnlZSEtAKIYQQQpRQVPOBHFobjXe3R1AP/R9paZH4+Q0pUZmenn5lZg5t3osoJCRsBaBatUBn2e0cBdznUuL4NRGaV716QbgEtEIIIYQQJdT+7BqOpjegg97D2U4XcXOrzE039XP5alqOeHnVJiPj/FVs5ZXLexGF+PhQvL1voUKFRldc3qFEaFQZqlylya8S0AohhBBCXKEDB+DDD7PQgJcXZGZe5JwFatS4C3f3Si5fTcsRM0J7Aa2zAOdX7HKVx1clvwRtVlYKSUm7qFatR4l2oDqUaH43q1riJgES0AohhBBCXLFFi+CNNzTxmLmkZ88uRXtBzZolm24AZg4tZJGZaU7LXzr4X9JfvPI5uW7HS34J2sTEHWidia9vT5fy16pU3eHt3xMhS0MLCWiFEEIIIUrXO++c43//C+Mm4tFac/r0QqoegkqVmpS4bE/PWgBXNI/2q0MlH411JCEhFHd3H3x82rqU/+i4dczv/xqJU3bn24EhLRv+TDbzaK8GCWiFEEIIIYop9HhDLlxIJTU1nL/9zVz1KyEhlNTUP6hbzFjS0U4AkDNC69petAUdTyj5aGxBWmeTkPAzVat2RSnXJ7862yP310RoXgX7lIqSkIBWCCGEEKIYLl2CIcsfYuzYVJRyw83NBLSnTy/Aw8MXv83FK8/Z1lslGaG9Fi5dOoTVGouvb9G7G7jiUCJU8oDU1MgSlyUBrRBCCCFEMVSuDD8+vIDXXttv34c1oxqcP7+S2rUfwT3j6tTj4eGLUh75RmhLsmtCSSUkhALuVK3a9aqU96ttYdilSxElLksCWiGEEEIIFx0/DrpRQ7oseY42bXtTueUgACLHmFPydeuOvyr1VG45iKrVOuF92or+boU9veCuCc4WXbmiuLsmxMeH4uPTBg+PqzPx9XQaxGbApUsHSlyWBLRCCCGEEC5Yvx78/TXBx5vlu2JXYuJ2zg6E+vWfo3Ll269KXTlXBfNq2o2MiqlO8x0dt44XO4+5bNGVK4qza0J6+mnS0v68atMNcvyaCMnJEVRuOYgaNQfg7uEDjRoVuxwJaIUQQgghXNCpk+bpp89iIcSeZq0Ax4/PpOJpDxo1f/uK94h1xtv7FtL9Sl5O5ZaD8J79MVWqBthHlYvDTDdw7epgxXEoEdLTT2CNz72sL8ePF7scCWiFEEIIIQqRlWV+vLyOM3XqPrwa1LCfqo+cUpmMjLM06LUA65Qr3yPWGW/veqTXBK11icrJGfHNGVUurvj4MLy9G1KhQoMStaOgnAssJDYvWTkuBbRKqepKqb5KqZolq04IIYQQonx56y3o3TuTCxf+wMurhv1U/elTH3O67yVq1XrY5X1Zi8vbux7ZFSErK8lpnobV8o8IO9sG7EplZSWTnLznqk83APgjCcCdhC4+9i8JNGxY7HKKDGiVUjcBPwGdgM1KKT+l1CdKqW1KqVfy5HMpTQghhBCiPKlf30qjRufw8alk3381y83K8eNv4OVVl7p1nwKuzQ4E3t63AIVv3VVwn1dn24A54kqb4+PD0NpKtWo9isxbXBnZUKlSU+KGNSXl+eFkWZPh2LFil+PKCG1rYIrWeiYQDAQB7lrrLsDflFJNlFJDXEkrduuEEEIIIUqR1pr77z/AnDmH8PCoZE+Pbv8H6eknaNjwFdzdTXrBHQiuBm/vesCVXVzBFUW1OS3tBNHR/6RChb/h49P6mrShcuVWpKQcQqvsKy6jyIBWa71Fa71dKRWIGaXtD+TsH7EO6A5YXEwTQgghhCjzMjLg7rvhhx/Okp5+Bk/PGvbHUlL+4EyN7dSseR9Vq3a6pu1wZYTWFcXdogvAak3g6NGnAYW//5xiXR2sSFnuENcIIoPYs6cb2dlpzDh45VMaXGqZUkoBDwNxgAZO2R6KBdoDlV1MK1juWGAsQPVGBzkAACAASURBVIMGV3eSsRBCCCFEkZYsgcceuyw5NhZOnrRy8eIZvLzyLyE6deoj3N19qFfv79e8eV5eNwOQkXG+ROVcOvhfPL760eVRZK2tREZOJSPjDLfdNt8eWLsiNVWxc6cPW7ZUISysCn/8UYHsbGXfxID0JLM9hDZh6AvBx/n668nEV4vFagV39+L3z6WAVpuldROUUm8ADwAf2x7ywYzyJgMVXUgrWO4iYBFAQEBAyZbvCSGEEEIUYsn+JTzW9rH8iU7ma/r5pbBu3S/U7PgobqPNrgDZDeoSs/0NEhN/pl69iXh4VLm2DQbc3LzwjIXMmiWfcuB6MKs5cWI2SUm7adRouksL3rSGH3/0ZdEiP3bs8CE93Q13d027dpd44IFYvLy0fc3XJxHfkEoc+Ebhe/MFNk56g7i4mkwa+DEeHlf2JaHIgFYpNRU4o7VeCvgCszHTB7YDbYA/gJMupgkhhBBClIpj8ceKzBMeDp99ls20aRF4errlbncFKKU4deojPDxq4Of38DVubS7vC5DRyPWAtlal6vbFYMW9ehjAuXNfceHCKurUeZwaNe4uMn9UlBfPPdeA9eurceutaYwZc57AwES6dk2matXL58W+RRfe+mUhL3edYEuxkpnZimTfXcVuaw5XRmgXASuUUqOBg8AqIFQpVRcYAHTGTEMIcyFNCCGEEKLMWr8eVqzIYty4FOrVq5bvsbj2kJy8h/r1n8PdvaKTEq4+7/OQUow5tEfHrbMFjE8Wu66EhG2cPPk+vr5BRV7GNz1d8f77tXn33Zvx8NC89VY048adw8OF6LLgVmNVq95B1smjZGen4e5eudjtLrJKrXUc0DdvmlLKYkt7R2udUJw0IYQQQoiyauLEaO6771dq1aqRL11rTdRo8PSsTc2aQ65rm7wvQPw12uUgL6s1iePHX6dChcY0bvw6SjnfO+Dnn32YPLkhR45U4L774pg1K5p69TJdrqvgVmN+fg9QrUtP3NwqXFHbr+hKYVrrOK31Cq312eKmCSGEEEKUJRkZMGYMHDp0nuTkA9Sq5YtZD5/r4sUfSWoGdeuOwc3N67q2z/s8/8/encdFVa8PHP+cMxsww76DCCqaa2VamWlpi1qZdW3P9lxvduuXLWbdvF7L1FxaLC3LrKuWVrebWpbmlmmmZu6hAiIi+zbAwKzn/P4YwA0VcWAG/b5fL15wDjPnfAcY5pnveb7Pg8tlRlGsjXqerKwZOBzFJCX967SBZUWFzJgxCdxyyyU4HBLffHOQzz9PP6dgtjGI1reCIAiCIFzUMjLgu+8U1q/PRqcLO6U8laoqHDr0T/yzqFdOqacZCt2fHY7CRjuH2fwrRUXLiIl5BKOx7j60a9cGcs01Hfn440hGjcrjt9/2cfPNZY02pnPhwYJigiAIgiAIzU/r1mY2b95GeLg/smw45fv5+UuwWHbRYT5IdzR96KSvrthlt+efU/ms+nKnGryBn19rYmOHnfJ9s1nmn/9swfz5kSQnW/npp/306GHx+DjOh5ihFQRBEAThovTvf8Os36+grGwLYWGGOoNZRYaMjPEYjZ2JWtM44zi+EkFdVQmOzdA2Th7tiakGJ6ZTrFoVRI8enfj88wieeSaXjRv3+VwwC2KGVhAEQRCEC1zMtBjyLHkAzNk2h9znc3E4YOtWF6FHQxgiqaetWlB0DVRVHaBTp2+Q1LsaZXypI1eesk9pGYdcnceraxcD5J5T+9uTqwiczrFUg8dPSDUoKdEwblwLFi6MoH37Kv7znzS6d6+s9/mbmpihFQRBEAThglYTzB7/tUbj5LPPNvN+/0/Rak0n3H7h3mW1Xxf0Aa02nPDwQU0y1hqWPUupmj2e8rJt2LYtR5aN5zRDe3IVgbq4Uw0mnZJq8MMPwVx9dUe+/DKc55/PYcOGv3w6mAUR0AqCIAiCcCFJSqK2JVVS0qnfrwzjiSdUsrIOoqoV6LW6U25y2FzdGUyxUXQNREb+DVlu+ovax3f20uujzmmGtj4KC/+Hw5FPUtJ4ZFlPRYXMqFGJ3H9/MhERTtau/YvXXsvGYPD9Zq4ioBUEQRAE4cJx+LC7s5equr8+WdbVfPONyoEDReh04ad+/zhlZZtxGd01Ur1Np4v0eA5tRcV2DIaWGI2d2LHDn969O7BoUTgvvJDDunUpXH55lUfP15hEQOsDLBZ44w3Yu9e9vX8/vPoqZGW5t9PT4cMPoajo2Pb8+VBWXSkjJQV2727yYQuCIAhC89NuBdu3r+aGJ+8jKPhKDJPnYuxcdzpBSclqtBUSIVEDQJJQWtYvL7Ux6PXR2O0FHjueqipUVOzCaLycWbOiuPHG9lRVySxffoB//jMbvd73Z2WPJxaF+YBdu1RefVWiZ88dxMWVsWNHJG++2Z4BA/YTEuJg48YQRo5MoGvXdPz9naxbF8STT8bQteshkpNtrFsXzDPPxJCS4qRVq1MvnQiCIAjCRS/ldtBboPUaIiICkDOz3bO4ULv4KnlOP/IriwH4fPfXfHm1g5DEgTheiME+7tzbyHqSe4a2EFV1IUma8z6e1XoYl8vM55/3Y/r0BG67rZRZszIID3d5YLRNTwS0XrJxo3sm9pFHzHTs+BebN9to314L6BkwoJjCwo2AgsOhcNNNxezdm0lEhB2bTeHmmzX8+WcasbE27HaVvn0LmDGjgNBQM07n5Wg0gZzU4EQQBEEQLl6KBBteAdkJrdactgtWTTALkGAoweWC0NAbgb1NNNDT0+ujABcORzF6feR5H+/AAfdj+u9/b2L69EyGDi1o1rGDCGi95N13nfzxh4tbbtmEv38AHTsev8JSh3xcMojJ5P4A9xMwJMT9UbMdFwePPOLA5VLYunUHo0b1YNEiHR3rbvQhCIIgCBeV6MAo8h65Eewmooyn1nmty/WRoNGYCAy8Cl8IaHW6KMBdi/Z8A9rly4PZty+N7t2jmDfPRbdunktl8BYR0DaRHTvgqafg888txMQc5t//ziEgQMJojDylX3RDaTQmKisNKEolen0eitLaK6syBUEQBMEXqMBXSyBt1E6qqrbx1cEtPFSdL3t8ndea3NiogDDyK4vRStA7QiI4+LpTGg14i3uG1t0tzGjs1KBjqCpMmxbDxInxfPXVr0RHd6ZTp+az8OtMxKKwRuR0QmkpqKpKUFApRUVV7N+/C5stm9jYIEJCgj0WzNa46iobGzYcJDT0EGVlmxk92sqqVR49hSAIgiA0Cxu5lvvug7lzC9DpwmqDWXDXeS0v24Zt7DAse5YC7gYHZc9t480eAzBpVUJDb/LW0E9x/AxtQ5SXyzzxRCsmToznscf2EhFxiIiISz05RK8S03eNRFGgd29o0cLO3LlbCQoqY9Mmf7RaE5IU2qjnlmUJvT6CggI7P/zgIi4uixtuCEWjMTbqeQVBEATB2xwm2LujL06nGb8P/2RV646YTE5SUk6dw9No/EkKTuTkhrcxmkPIspGgoKsBUBK9V92ghlYbgiRpcTjOLT2grEzmo4+imDUrmpISDRMmZPHoo8s5dAhMpssbabRNTwS0HlZYCBERoKqV3HNPEWFh+YALgyGqyccSGaln69b9OJ2llJZa2bixC+vWxfHmmxoMp7arFgRBEIRmr7wdlJauw2DohakAQrsFnTZtoLLyAPu676FNWX+Cgq4CQFWdxGgyCQm5Hll2v1ge3+DAWyRJRqeLwm7PO/uNAbNZ5sMP3YFsaamWfv3MjB2bTffulRw5shNJMhAQ0L6RR910REDrQb/8Av37qyxfns3ll+/iscd01e+ovDczqter6PXBqGogW7daWbrUyquvVmEwRHhtTIIgCILQWGzV66WGDZvPpr1d4elZp03vczgKObjlEVJTn6FVq0mEhvalvPwPtFQREnJj0w26ntylu848Q7trlz8LF4bzxRfhlJZqGTCglJdeyqFbt2OtaysqdmAydUGSLpwwUOTQnqesLNizBxTFSceOR7n//myiog6g04Wj04V6PEe2oSRJ5sUXy1i3bjequgWzOYX//c9VU4JPEARBEC4ItuoLomPHxhNE+Rlfh3W6CNpd/QUBAe1JT3+JoqLllJSsRpb9CQ6+polGXH+na39bUKBl1qwoevbsQK9eHfnkk0j69i1j/fq/WLIk7YRg1uWyUFm5H6PxsqYceqO7cEJzL1BVuOEGlehoG9999yuS5ODtt0OQ5SBvD+20goN1qGok8+c7eOYZDWvXVtKnT4C3hyUIgiAI583pdM/Q6nSRPPSQHzx89vtotcG0bfs+aWkvkJHxLyTJQEjIdaetVetNOl0UDscGVFVFkiTMZpnXX4/nk08icTolrrjCwrRpmdx1V/FpGyRYLHsA5YLKnwUR0J4zhwO++AIefNCJw5HF9OkFtGhRiUZjQpabR5cuSZJ55BE7ERG76dLlKFZrFyQpXuTVCoIgCM3akCFwZ9eOtD3HFzSNJoDk5JkcOvQKpaVrCQ29uZFGeH70+kgUxUpm5lRSU41s2mRCp5N4910rXbpUEhbmDmIrK8HhiCI6+sFT0goqKnYCMiZTFy88gsYjAtpz9N138Oij4Of3FzfeeJTrrw9Fkkxnv6OP0Wjg9tvtKEoI+/btZ9CgKD74QGbQoPNvpycIgiAITU1RICnJQVBkAQbDuacLyLKe1q3fxGLZh9Hom8Ge0XgZkhTOkSOr0GigTx8ICFDQaFRUFYqKam6p4nJVABAT88gJx6io2IG/fzIaTfOLXc5EBLT1UFQEGRnQtauN/v0P8u23FfTp40SjOf/Wc94myzoCA8Po0qWYhIRsXK5L0GhECoIgCILQvEiSyiuv7GTX+gIMhhYNPIYWk8k3a7OqKixYcAPjxhVgMrkYP/4ojz1WiKaOeShVVUlPf5Hs7DmEhFyHn19S9X4nFstuwsO9X7XB08SisDooChw4cGz7iSdc3HGHi/z8DTgcOdxwgxaNxt97A/SwmBgXS5ZkkZRUgtm8kXfesZCV5e1RCYIgCEL9TJsGW7cWYrUexhkIBkOCt4fkUU4njBmTwIsvtqRfPzPbt+/lySfrDmYBJEmiZcuXkGU/MjImoqoKAJWVB1GUKkymC2tBGIiAtpbVSu2K//HjVTp3VsnPz6C0dCOjR//OokW/4e9vQqcL85nKBZ6m1QaTmxvCK68YmD27GFWtO6FcEARBEHxFaSnMmKHy2WeVqKoToMEztL7IbJa5555kPv44imeeyWXhwjQiIpxnvZ9OF0FCwnNYLDspKFgCuNMN4MJqqFDjok45UBSQZVi1CgYPVvnlFzNt22YxYEAZcXFG7PYCDAZ/evS4eFZLJSTI/PrrXiIicjGbTaSnX4peH0jnzt4emSAIgiCcKiQENm/ehyTl4XS6k0j9/C6MGdqMDD333ptMaqof772XwaOPFp39TscJC7uN4uKVHD06i+Dg3lgsO9HrY9HroxtpxN7jMzO0hYXw1VfHtr/9FtasObZ95AiYzce216yBnTuPbQ8fDgsXur92uVS6dlX54INjRVY/+ghSU91fHz4MkZEqCxZUYbfn06rVHu66KwuHYxcORz5dumh56CEnwcGhPlm2o7G1aeMkODgCcDFmjJXbbnNgtzu8PSxBEARBqLVzJ/zzn1BVdYSAgMMEBwfV1mi9EGZof/3VxA03tCc3V8e33x4852AW3KkHiYnjAA2HD79e3VDhwpudBR8KaPPzVebPN1NRsZuKir2MG2fj/ffLqarKwGbLoW9fJyNG2HA6zTgcxTz4oIu33y6nouIvysq2s3GjhX37DlFcvIrS0p9ITMxFVfdQUrKWo0e3MGIEzJ9fSHn5n/j5reOWW7KIiNhJefl2wsMLeffdXDp0MKLVBiNJYqU/gEZjZN68LObO3Y7FsgG7vQC73dujEgRBEAT49lsXn3zi4NChFPT6cCRJwuFwt4XV6+O9PLqGc7lg8uRYBg5sR2ioi9WrU7j++vIGH0+vj6FFi39QXr4Vh6PwgsyfBZBUH2kV1bVrB3XFivfw89Ohqgq5uTpkWSUy0oqquli2LIbQUDu9ehUD8OefQURHO2jRwoUkaauDUA2SpEGS3HG6+7G5cLmc5OXJaLUOIiJUZNnvgmr31hQUxcq774bx3XdtWL1aT3Cwt0ckCIIgXGxsNsjJgYSESkpLd1BUZCUmJqh2bcvhw29gPvgt1/6tOraRJMrLtnlxxOcmL0/L0KGtWL8+iPvuK2LmzExMJuW8j6uqCgcP/p3y8m107Pgl/v7JHhit59ntBYSE9EajMdbukyTpD1VVu5/tvj4V1fn7+9de4m9Re7XAXULqrrtcgAZwl8q6+mqAM+e2uv/AtWi1WuLjAfQeH/PFQpb9uOQSmTZt8qtXVTb/yzmCIAhC8/LEE7Bli5NfftmEn5+G2NgTZ1fs9jwMBV4a3HlauzaQoUNbUVGh4YMPMhgypAhPrUGXJJlWrV6ntPQX/PzaeOagPsanAlrBt91ySwUDBpRisxVisYBG04KICG+PShAEQbiQpaW5J7m0Wiv33ZdHv34FBAQEIMunTmo5HPkENLOANjXVwJQpsSxZEsYll1hZvvwAHTpYPX4enS6CyMjBHj+urxABrXBOJEmLVhvB3/7mR0WFja1bDaetgycIgiAI5yMlBbp0UXnzzSIef/wPevWS0WpDkKS6r9Da7XmENpOANj1dz9SpsXz5ZTgGg8rTT+fx8ss5GI3nn2JwMRIBrXDOZFnLCy8UUFycgd0ejsGQiMMhc46tswVBEAThFIoC+/dD+/YuEhOz+de/Krn11hx0utAzLtp2uSpxucox5DfhYBvAbJYZNy6BRYvC0elURo3K59lnc4mOPnttWeH0REArNEifPpWoqkJlZQpLllQxfvwl/PyzTHLyhdl0QhAEQWgazz0Hn32msm3bVkJCShg9OhRZDjzr/RyO6pJdPjxDqygwbFgrfv45mOHD8/m//8slJkYEsp7gM2W7hOZHkjTo9VHExDjp3j2XsLAtOJ1mpk6FDz88dru77lJ5+WXfqKYhuC1ZAps2Hdv+6KMT6z4/9RR88cWx7QcegEWLjm1XVTX+GAVBuHg4HFBZCYri5LHHDjFx4i7Cwuzo9VHIsq5ex7Db3SW7/Hw4oJ05M4Yffwxh0qQjTJmSJYJZDxIBrXDeevZ08OmnuciyldLSjSxbZmb16gJKStZTXPwzwcFH0GpTKSvbTlVVNtdd5+KTT44FuC7RYbfRLV0Kn38OiuLAZsvl2WedzJ1rxmJJwWJJ4eWXnSxaVER5+Z+UlW1j1aoq9u7NoKRkPSUl69i9u4JDhw5SUrKG9PSdREYqzJ8v/hELgnD+bDZ35aIxY6yYzb+SkHCARx6xo9Uaz37n49Q2VfDRgHb9+kAmTozjrruKGTHCRwfZjImUA8FjNBoTsmxk2bLd1SXTDEiSP++8U4CqKihKJXl5Rfj5aXE4CqmoUCgrCyc5OYb333fx+ONabDb480+49FIICPD2I2q+8vJgxw7o3x9U1cXHH7s4csTJbbf9Aqj8+GMQAQGu6g5wElu3FhAQoOBySYDM1q3bARlJcpfR27Rpb/WRjdjtlTz0UCbJyUepqAhk374EZswIZsoUmcRE7zxeQRCaH1UFSQKdzsGgQSW0aXMEWdah1Z49vaAutU0VfDBWzM7W8fjjrWjb1sp77x32WDku4RgR0AoeJUkSGo1/HftlNBoT4eHwzTdHUFUnDkclZnMBjz1mpUWLHEpKHOzaFU+fPsksWVLB4MFasrIMLF4s8dBDEBfnhQfUTOTkwNq1cP/9IEkqM2c6mDZNR1bWPvT6bKZOlQkP16DThVfXIzzx/pGR9T9XfDy89VYRqqrH4Shi3z4n69d3RJYP4XBEs21bMGazhn79QBbXgARBqENaGjz6KLz3npmkpO08/bQDnS6s9k10Q9jteWi1oWgcJR4c6flzOOCxx1pTVSWzYEG6RxolCKcSLzeCV7jLfwXRokUQU6YU06OHAVk2kJSUw3/+s53LLttMaek61q7dxUsvQVZWJnZ7AStXVnH77SopKd5+BHVTjvs/tW8fZGcf2z5y5MTvn42qHkvHKC2FFSsgv3r1bloavPyyO5BVFCc//VTJkCGwZcsBSkvXcO+9m1ix4je02ny02iDi40Pw8wus7aLnCZIko9UGcdddKn/9tQuTKYeyst95660CnnjCgcNRjKq62LcPKio8dlpBEC4AJpOToiIbaWkpyLK+tnXt+bDb89Dpojw0Qs957bUWbN5s4r33DnPJJZ6vLyu4iYBW8BmyrCMsLIA77lCJjQ1Fr49k8GA7aWmbadXqAOXlf5CTk0JOjpmQkO04HMWkp6vYbE03xppO0aoKL70En33mbrGsKA5iY1Wee86Ow1GKw1FE9+4q06dbsNlysViySU5WGTvWiqLYUFWYMgV27nQfz2yG116DbdUdGnftUjGZVJYurcRuz2f37nxuvRU2bcrHaj1MVlY206apbNmym5KSn+nVaxPr128kOTkbjcZE27aB9OhhwGAIapI2zxqNBq02GL0+ijlzjvDVV39QUfE7JSWrueeeKu64w46iOAD46qtjj7uxrV0L//vfse2m/FsRBOFEOTkwaRI4HGb0+o388st6+vWTazuEni+HIx+9Ptojx/KU5cuDef/9aEaMyOfuu31r5vhCI1IOBJ8mSTKRkTIQCsDgwQp/+1sqimKhtPR37r23F35+fmzYoD3vd/d1sVjAWL0u4dZbITzcxbx5ZbhcFn7+OYyKimIGDtwDwKOPtqFLlzLKytwJXHPmRNGqVSUVFRZsNpg6tYiOHcspKSkjO9vI2LG90WqzadOmkLw8mYkTOxMRcZi2bY8SGGjl4YdbExp6lPLychITtfz4o4l27SxUVrro2FEiM/MAAQEGZDmS6GiIjgbwzAvD+fD3l7n0UhmIQlEUJk9OQVXtlJSUIMuBPProNQwdWs60aTYkycDo0YE88IBMnz4NO19VFfhXZ7mMHAm5uQrffFOFotiYONGIy+WiX79cNJoA+vYNJyREYvlyFUnSMnmyRHw8PPKI+/5WK/h5/0coCBekxYtVXn9d5YYbdtC+vYyfX7hHj2+352EydfXoMc9HdraOp55KomtXC2+8keXt4VzwREArNDvuPF0Tsmzi1VcPUVlpx2y2otMlc999kTz1lIZbbmnYsRXlWN7ngw+q7N+vsGlTAQ5HAVdcEUBAgI2yskwkSWLVKgMajTugBHjllbLqo7i3//Y3FfAH/NHr4Ykn7IABiCQx0UVW1iY0GgdOpzuHtbj4l+qgXCY8PJC33irCHaD6oddDz54AIQDo6lfFxutkWaZPHwXQoqoRKIqdzZu3IMt2yssryckx8N1313Dppfn07OlHZWUI//mPnrvvhtjYU4/ndLrTLS65xL39wgsqX3yhkpZWiMNRRFKSFknSUVrqzkmZNi0Ao1HFarWjqi7uuacFfn4uSkpyAfjqq2vo2NHO4MF5aDQBdOzYkoEDFd591/0G6c8/ISkJQkOb5uclCBcaux0yM6FVKyuPPbaH666rIDk54IwNEhqipqmCr8zQKgqMHJmEzSbx8ceH0OtF6crGJgJaodmSJLjxRvcqfZcL0tJSyMgIID8/B6vVn9TUcF55JYAJEyQuvxxyc921Vvv1g4gId83DkhL3zKZWC++/D2+9pbJvXzGKksONNypceqmWiopMZNnAiy8GVF++P4cVVKcdu4agIA3uAPfi4H4jYqhekKYDjCQmQkrKbhyOKsrLK1mxIpJ//KMbnTrlEB6uY8sWI5Mn+/HOOxJt2sCUKU5efVVLbm42RmMhV16potf7U1x8CD8/HaNGBVTXrHT/jtq2PXEMQ4fW5BxEoKoqa9fuQ1GcOBwOrFYnDz3koF27CkpKirDbw7nyyq6MG1fJa68puFwGHn1Uz4gR0Lev+4V63Tp3RY6YGHee88qVcM01kJAARUWwYAHccYc7KBaEi9Gzz8L337vYtGkT/v4qbduGNMp5apoq6HRRKC3jkKuv2CktvbOa+L33olm3LohZszJo21bkOjUFEdAKFwSNxp9WreC33w7idFZhsVjIyQkkLa0LJSUHMJsd/PprFEOGtGbdumx69IAffgjgnntC+P33Mi6/3EZ8fDl9+ug4enQ/EREy99xjqp5FOP8AVjg9jUZGozECRm6/XWXnzi1ERpopL3eRnR1BevoluFx/UVJioW9fLR98EITNVoBer2XAAH9uucUJRJzzeSVJQpJ01QGwP1otvPhiOQCqGozdbmHBgj9JTLRgNlvIyTGwdevVXH/9Ubp3ryAzM4j+/dvw0UelPPqog8OHJe67L4L587O5664Cfv9dy7PPdqJ16yxiYzX89puRe+4J5LvvnFxzjZaUFInPPoPRo6FFC4/+SAXBaw4ehOnT4c03XRiNxdx0UylXXVWGyWTwWK5sXWqaKuj10Vj2LG2089THn38GMGFCPHfcUcLDDxd5dSwXE0lVfWMavGvXDuq6dR836h+8cPFRVRVVdQIuKisVMjO1xMdb8Pd3kpnpz9q14dxxRy4hIQ5k2Q+NxuTRSgDC+XP/Du1IkqZJFrideSwKqmpHVZ1UVqrs2BFAUlIF0dF27HaJ9HQTiYl2TCYZ0FJYKGM0WtHrbfz1VyAff5zAs8+mk5BgY8WKOJ54ohObNh2gUyc/li0LZ/JkI999J5OQ4NWHKQjnrKam7ObNFdx4YwCLFm2nV68CNJoAZNnYKGscjldYuIzDhyfQufP/MBi89w7RYpHp3bsDVVUyGzfuIyxMdA46F3Z7ASEhvasnOdwkSfpDVdXuZ7uvmKFtAtqFy3AOud3bw7go1czCgQ6TCTp2BNADkJwMyck2ahacCb7J/Tv0jdQMSTrWbCIwEHr3BggGQK93px8cvzDPvVDP/fd22WXw3nsFQCAQyKBBleTl/QY4qaqyoqrhhIYmotfvobw8hDlz2vDzyhUbKwAAIABJREFUzyaWLpUx+MbDF4RTKAo8+SSEhzsYP34Pycm5/PWXgZAQI5LUdCW0apoq6HTevaI2dmwL0tIMLF9+QASzTUwEtE1APpx99hsJgnBRcddirvkXbOLWW+HWWzNR1QBcrjLgCP7+YdhsR4F4Pv44gthYHYMHe3HQgnASSVIwGCqR5TwcjmIMhiivvAGraaogy9579/f116F89lkkY8bk0Lu3KL7d1MS1VR9h7DyIwKDuGDsP8vZQBEHwIknSotGYGDnSyuefH0VRLJSX7+DDD6tYvLgYu70QVXXx11/H6iILQlPKzoY774SUlArKyn7n9dc38Oqrheh0jbPgqz683VRhzx5/Ro9O5Jpryhk3TkxieYMIaH2EnJkNqur+LAiCwLESdQZDFL/8coApU/ZRVraVvXs30rmzyptviq5DQtNzOhW2bXOybdt+FMWGwRDl9fx2bzZVKC7W8OCDbQgOdvH55+nNpqzihUakHAiCIDQDGo1EeLi7rnF4uMLMmfvo2zcfs9mfAwcu4fvvg3nuOZmgIG+PVLgQmc2weDE8+WQlwcG72bKlBJMpDEkK9PbQAO81VXC5YOjQVhw9qmPFigNERzubfAyC21lnaCVJCpYkaYUkSSslSfpWkqRoSZJ+kCRpmyRJHx53u08kSfpNkqRXz7RPcFu4d5m3hyAIQjNlMsk8/riVpKQgVNXODz/kMWOGQlVVDoripKDAvVhHEDxl7lyVv/9d5ffft6MoFgIDIz3eHKGhvNlU4Y034vj552CmTTvCVVdZmvz8wjH1STkYAsxQVbUfkAvcByysLqEQKElSd0mSBgMaVVWvAVpLktS2rn2N9SB8mbHzIAyT556QH5s8px+jfppA0IzuJM/p5+URCoLQnGk0Rp57zsLOndvRandQWrqWe+6xcOONDnylLKPQPG3cCBs2gMtVxZNP7mTVql/p1EmLVhvs7aGd4PimCk1p6dIQpk2L5bHHCnj88cImPbdwqrOmHKiq+sFxm5FAFhArSVIIkAAcAR4BllTfZiXQC+hax76Dnhl281GTGwvUdi7Jryyu/f7xXwuCIDRURIQGiEJVnTz8cDoul4vS0hL0+pbce28iI0dquV1UDxTqyV2OSyEurpKvvtqAJOno3t33ShwaOw/CEZEN0yFo+Dvwza1Nct6UFD9Gjkyie/cK3nrrSJOcUzizei8KkyTpGtwFOxcAicA/gL+AYsAIHK2+aTEQfZp9Jx9zeHXqwraiotKGPgZBEAShmiRpufdeOw884EKW/Tl6NJPDhyvJz0/Dbi+kqkohN9fboxR80apVMHgwWK3lWCy7mDdvI599tgWdLgKdzveCWXBPGtmWfwqA/96m6cplNss8+GAbAgIUFixIx2AQV0J8Qb0CWkmSwoD3gCeA8cBIVVX/DaQAjwMVgH/1zU3Vx61r3wlUVf1IVdXuqqp2Dw/3XrmPhqgps+WpUluulrEoGglXUiyq6jzLh3jyCIJwdrKsIzY2iE2bDvK3v2VRXr6VuXMPkJiosm+fw9vDE3zAoUNQXu7ugldaWsbevVXs3r0dp7OAzp39CQkJ9vnuiTabe4ZUX9D451IUGD68FRkZBj7/PJ24OPE88hVnTTmQJEkPfAW8rKrqYUmSQoEukiRtBq4Gfgb+wJ1SsBm4DNiPOzXh5H0XjLpSCeorKiCsNtUgKiCU0tL17F3sj9UKkAPbe5zx/pGR99Cy5UsNGbYgCBchSQKdzgSYuO46C88/f5Do6AwqK1vx3/+2JDjYINIRLhJOJ1gsEBwMqanQrp3KtGnFPP74Lvr0sbJ5cwBarcnbwzyjhXuXMaTTsT9Ymy0LnS4SjaPxI9qpU2NZsSKEt97KpGdP0TzBl9SnbNeTwBXAK5IkvQKsAD7CnXbwG/AF7tnXDZIkxQG3AD0AtY59F7z6tLlNHbmSSZs+5B+X9uTo0XdISxuDwZBIbOzws74TLi5eRXn5dk8OWRCEi0ibNjB2bDmqGozVeoiZMyMJC7MxYIBSvdhH4hzfowtepCjuIFXv7rBMXp57X2yse/v778FggJtucu9PSFAZPNjGtGm5REXlMWWKiZtvLkCW/fHzax413w6bT6zXbrMdwWBoATRuQLtiRTCTJsXxwANFDB/eBNPBwjmpz6Kw2cDsk3ZPOfl2kiT1AW4Gpqqqaj7dvgvdyW1uS/tG4OzpfnVQB4VhLf0FULjG/1f275+LVhtOy5YvExFxR70KUzudZgoL/4eqqkjiVUcQhAaSJC06XTgrV6ZRUFBFWVk5ZWXh9OvXjZkzZQYOFP9ffNHixVBYCE895U4T6N1bRaNRWbPGgqoq3HmnCaNR5YcfzKiqk9deCyMiwkmPHum4XBU8/XQIbdtaqKoqQpaNjBhR5TO1ZBvKZsvCz68V8GejnePgQQPDhrXi8sstvP32YfGmzwd5rLGCqqolHKtqcNp9FzJj50HImdkYJs9FaRmHZc9S0qe1paysppxHMaQ9B0CIHEB07Aiio4eg0QTU+xwGQzyKUoXTWYJOF9YIj0IQhIuJXg/x8e6GDaWlCvHxJYSGZmCzJVBeHolGIxPqm+uBLkgWCxw4AF2rewS8+CKsWaOweXM5imLl668DSEnR8OCDW1GUKh57LAanU8ZcPWv5zDORaDQq5eXu15158wIwGsHhUJBlHaNHW6onQyK89AhP7+RUgvqy2Y4QHNy7EUbkVl4uM2RIG3Q69yIwf3+xjsUXiU5hHlRXXm1Cwgu4XKcWWzYY4hpUy899WQVstqMioBUEwaOSk2WWLTuMotgoL9/OK690YfHiOI4eVTAaxctFY0hNhXXr4MknAVRefdXF7Nka8vIOIUnFJCb6c/XVAZSW7keS4J139Pj7a5FlAxqNkfvvdwEu3FU14bbbAKTa7datvfGoGubkVIL6cPqB01mKwZDQCCNydwJ74olWHDzox7ffHqRlS3ujnEc4f+I/lAcpLeNqA1mlZRwAfn4tPXoOvd59XLv9KNDFo8cWBEEAkGU/DAY/Hn64gEsuKcVmywZa8NJLbbjkEj1PPy2ut9aX1eoOWlu3hoAA2LQJJk6ETz91ERlp5aefVEaPNnHVVXtJSMhl8GA9V10VgNVagsFg4OGHFSTJSk2AWpMrK7jZYtyfayZ7PO2VV1rw008hzJhxmD59yhvlHIJn+HYtjmbGsmcpVbPHU162DcuepR455sktcg0Gd0Brsx2t6+aCIAgec9llCsOG2dBqQ7Bac0hJKePgwSys1iMoioNC0RwJcM/iOaqrN+3fD/fdB7t3g6LY+fnnKrp0gd9/L6Sy8iDFxQc5erSCtLTfKC3dQP/+v/Pnn7+QkFCIRmPi8ssDGDgQAgJC0WgCfKa9rK8qvMb9OTj4Wo8f+5NPIvjgg2hGjcpj6FDxx+7rxAyth52twkF9Jc/pV1vaa/yG90gduRJwz5xoteHVMyaCIAiNT5I06PUhfPttJk6nDYuljPXrcxg06Eq++87FgAEX70tJaipce63KzJmV3HlnHhaLnT/+SCQ1dS9xcYW0bavjo4/CiYsrwmaDXr20bNhQiCT5IUn+REdD9Clth4QaZ6sclH8jBAX1xN+/lUfPu3p1IM8/35L+/UuZNCnLo8cWGsfF+1/Ix52pPa7BEF+dciAIgtC0tFoDEEnLljKPP36Yjh3TsVrbkJISR3CwjlaejSt8jrslLHTtqjBqVClRUXncdFMwoaGHsVrLad3awB9/FCNJOiQpkrg4qvNcm1fzIF9xcuWg41VVpWJpA22jH/ToOVNS/Hj00TZ06FDFvHmH0IhJ8mZBBLTNkMEQT0XFDm8PQxCEi1iLFgpvvVWEqhqxWP7iH/8wceRIEAcPqmi1zTvRs7AQzGZ3zV6AN95wVx+YOLESp9NMdnYA0dGFlJUdQJb1zJ5dhrsHUbhXx91cHX9Fct6ub0gduRL9pA8xTJ5bexv7uBGn3G797XeAy91syFPy8rTce28yfn4KixenEhioeOzYQuMSAW0zZDDEU1z8E6rqrFftWkEQhMYiSVr0+kg++ugwqakOzGYzen0iY8a04e9/13L55d4e4akUxd2AoKb5wOzZsHkzfPqpE1W18fe/69ixQ2b37kJU1U5qaiBlZXZKS7cDEosX+yPL/khSlFcfx4WiriuS9nEjsI8bgX7Sh9jHjajzdsXFPxK2DfQ3eub3kJ+vZeDAduTna1m+/AAJCaKtbXMiFoU1Q3p9PKBgt+d6eyiCIAgAxMerXH+9Fp0uhAMH8vnuOxdbtmRitR5l//5SkpIUVqxwAZCZCS+95K63ClBQAF9/7f4M7gVWBQXHFlqVlMDWre5ZUoCyMjh4EOzVFZSOHIFvvwWbzb39xx/w5ptQUd2ZdM8emDTJXVVRVVWef95JcrJKVVUOlZUHyM4+SkZGMcXFP1NauoFHHvmT8eN3UlGxg8rKv5gx40/mzTuEXh+FXh+JRmMSi7UayNh5EIFB3QkM6o6x8yDA3Q6+xvFfn0mnILDbc4ha7Zlx5edrue22dhw5ouebb1Lp3r3SMwcWKCnR8M03oaSlGQCoqJD54oswjhzRAe6mFf36XcKvv/rjbjLbMCKgbYZEpQNBEHyVJGlo1y6APXt2c9tth7BY9lBWtotu3XIJCPidkpL1pKTs5p13FFJSDlJRsZPNmzO45x7YuTMPmy2XFSvMREXB9u1mHI4iVq40c9VV8NdfhdjteSxdaqZdO0hJKcHhKGLFCjODB0NaWgYVFXtZty6TceOgoGAvFRV7WLYsj1degbS0bZSUrKJfv21MnLiX0tLd2GxHGDMmnWXLDmIwRKLXR3L99VoGDQK9PhKdLgKtNhhZ1nn7R3tBqK3Xrqrur3G3gy97bhtjewyrXQBdl+OD3YFxBiTJQNjhGJAkkKTacpnnqmZm9sgRPV9/ncq111Y06DiCW1WVxNSpMaxZE4iqOqmqsvD4461ZvVrCbi8gN7eMESNa8dNPMnZ7AXp9ARqNDafTik4XiSQ17LkmrlfX4WyrKr3NYIgHREArCILv8vOT8PMzASbat4f583MAA4oic/XV5eTl/YaqKjidCl27lrJhQx4tW5ZTUeEiJsafKVMiCA7Oo6zMRufOBhYuDCIiopjycoXOnf344IMQgoLyKStTuP56LWvX+hMWZsXhkHniiSIeeigDvV7F4VAZMqSYRx5JwWTSIkmhXHutzLXX2hA5r81LTbD75qbZ3Gr8L4GB3bFtexMbnJCacC4KCtzBbGamnq++SqVXLxHMNoSqQnGxhvBwFxqNmQ8+6Mzjj1dx3XUW4uMj2bEjn9jYaAIDo2nXDvbuLSYiIpbg4ARCQvRs2KBHks7v+SgC2jrUtaqyoS35GoP7HYz2hIDW14NwQRAEoM6ZzuBguOwyAHeP3Q4doEOHKiAIgJYt3R/gnqFr0wbatHHWbsfFuT/AUHtM7XGvbqJ174Wlg8mK01FCWFj/8zpOUZGGgQPbcfiwga+/Pkjv3iKYbaj/+7+WbNhgZP369RiNkaSnmzGZ4pHlNkiSVP38dtProWNHz49BBLT11JCWfI3FXRMyDrv92JjOVNpEEARBEJojJfHUNILLAkswmwMJCurZ4OPabBJDhrQhPd3A11+nimC2AfLztYSGOtFo7PTvn0G7dmEEB19NQD3zoD1N5NA2UwZDvEg5EARBEC4YicGnBq8nX3lUFCulpesIDb0RWT5WHq6uwPd0VBVGj05k06ZAZs/O4PrrRUvbc5WRoadbt07MnRuAy1XJoEFxvPhiK68FsyBmaOulpvbd5M1ziQoII3XkSpSWcciSu595QxPRG0q7cBn6XnFYLPua9LyCIAiC0Fjqk9ZXWroBRakkLGzACfvPJeVuypRYFi8O59VXj3L33SXnPM6LWUmJhtBQF/HxhQwdmkH//v6EhFznE4smRUB7EmPnQciZ2Rgmz0VpGYdlz9I6b2fZs7TBSegnU1X46acg9u/3JyBAISDABXvvAr0FNDbQOPj9dyNarYpWq6LfIlPVIQlVNbNtmwtFCaKz1Z+A8x6JIAiCIDRcY6/nKC7+EZ0uEpOpa4Puv2RJKJMmxfHgg4W88IIofXkuZs2KYvr0GH77bR3R0SFMnhyDVmvy9rBqiYD2JLUlRaB2BjZ15EombfqQcT3PP3g92fr1gUyYEMe2bSf/UXx9wtbNnx6/9RrXpX3NhAkwbJietLT2RPAqHy14kZvSR3t8jIIgCIJwsrqCV0+s57DZsigpWUtZ2WZU1XbC9yoqdhMVdX+D6gBv3mzk739Polevct59N5Pql3jhDBQF7HYJg8FF795HOHpUISzsUgIDo5B87AcoAtp6qiu351xydk62bVsA//53POvWBREfb2fWrAzuuKMEm03GYpG5bM6DYDeCywCKlv/eOQftiIm4CsoA0FS5C5TPuuQZbGkhTGA8gws/5dGnC3jzzSxMJtGuTxAEQfC8miuZAMqbc097JfNsFC04nWZcrkqczhLM5o2Ulq6lqsrdccPfPxmt9sQSFUFBVxMVde6tbg8d0vPAA21o2dLOggVp6PUNL+B/sbDbJW69tR1XXFHC66/voWvX1vTsGecT6QV1EQFtPdWV23Oul1VcLvj55yA++iiKVauCCQ938OabR3jyyQL8/GqeXNWBaPSeE+57001lBBb8p3b22BEosRFIfucKor98iBsmzmWC8hozZsTwyy+BzJ2bwVVXWc71YQqCIAjCGdV1JfP4IFe36Ps6g1xVdZF9Gxz+LQm7PRt1FbDzxuNuIWEyXUaLFs8SEtK3tub6+Sork7n//mRcLomvvkolLMzlkeNeqFwu0GhAq7XRq1cOHTpIBAf3QqsN9PbQzkgEtE2gqEjDf/4Twbx5kWRkGIiOdvDqq0cZNSqfwMC6Z1KjAsJq+1bX1QpQVwEaTWBtpQO9xsX4f2Zz881lDB+eRP/+l/DUU3k891yuePIKgiAIXrNw7zLuSEzgyJFpVD4PQYY4oqLuRzt+Co5/jUGjCUCjMWIyXY5OF+HRc7tcMGxYKw4c8ON//ztImza2s9/pIrZtWwBPPtmKRYv+oF27KiZNSkKvj/G59IK6iIC2EWVn65gyJZZFi8Kx2WR69SrnX/86ysCBpWe93FHTEeX43N2TKysYDEGnlO7q2bOCjRv3MW5cAu+9F838+ZH84x+5ZwyeBUEQBOF8WPYsRVVd6CZ/hGPsMFCdtP/oFpzOEoa1gv1W0Omi6DARon7e6A6QFk6hfPYDjTquiRPjWLEihGnTMkV5rnqIjy8nJsYCRBESknhCaTRfJwLaRlBSomHmzBjmzInC5YKHHy5i+PB8Ona0nvOxjs/dPfkSjj7tRaqq0k65T3CwwvvvH+app/J4/fU4Xn89ntmzoxgzJpehQ49PbxAEQRCEc1dU9CMVFX9Q9QJU7B+B3X4Uuz0f+imw/RMAFnV339auwOeHYcYd3xCypjdNtRpr8eIwZsyI5YknChg2rKBJztkcrVwZxI8/BjN58g4iI7WsW6ei17f19rDOmc8EtMVWs7eHcN4qKyU+/DCKmTNjMJs13HdfMePGZZOUZG/wMc9Ul89giMds/hVVrXvmtWNHK4sWpbNtWwATJ8YzblwCn3wSyZw5GVx9tcivvRidsJjjDGXpBEEQTseSCLt33wKA/mrQqQ5Mpq7o9bHI8rH2w//eOBuXCusLIMcK72j8m2yM27YFMHp0Ir16lfPWW6KiwZns3avj11/9qaxsQXx8crOalT2ezwS0dpejyc/pqRf3ggItc+dG8vHHkRQW6ujfv5Tx47Pp3LnKk8M9hcEQj6racTgK0Z2h4kL37pV8991B1qwJ5JlnEunX7xKefjqPV17Jxt9fzNZeTOpazCEIgnAu8m4CkOnR4zB+/gmUl82r83YLM2efsq8pmhLl52t58ME2xMQ4+M9/0tD55qJ8r0pP11NWpqFz5xxGjSrl//7PRGBgR28P67z4TECbW1FIyNu9ajtxNYXzfXFPSfHj/fej+PJLd47sgAGlPPtsHj17Nk1PaL3evQLUbs9GX4+KCzfcUM6mTft47bUWvPtuDCtWhDBnziGuvLKysYcqCIIgXABUVSX/RggNvQk/vxbnfP/GvipU09a2tFTLmjUphIeLRdEnU1V4+OHWgJMNGyyEhXVBo/Hz9rDOm+ztAZysZmX/+Vq4d1mD7qe0jHPn90jSad89Hjqk56GHWnPVVZ1YvDicIUOK+OOPPSxZktZkwSyAweAen82WVe/7BAYqzJyZyXffHcBqlbj55vZMmBCHo+knyIUmol3YsOeCIAjCySyWXVhjITp6iLeHUqf58yP48ccQJkzIavSrpM2N1SqhKKCqVt599w8WLy4hKKjbBRHMgg8GtJ5y2NywbiWWPUupmj2e8rJtp7yTLC+XmTAhjiuv7MTq1UGMHZvNX3/t4u23M2nbtulLgej1sYB0SqWD+ujbt5zfftvHQw8VMX16LP36tSc9vXnmzQhnVt/OPQ19EygIwsWjuPhHZBtERPzN20M5RVqagZdfbkHfvmWMGCEWgR2vqEhD585deOutYFyuSq69thMdOiQhSRdOGNjsH4mx8yACg7oTGNQdY+dBACTP6cfkzXMJmtGd5Dn9zvmYJzdMUBRYtCiMbt06MX16LHfdVcL27XsZNy7Hq5czZFmPTheFzdaw4D0oSGHWrMN8/nkaaWkGevfuyJdfnlrzVrg4NPRNoCAIFwdVdVJSsorwTfhckX2nE4YPT0KvV/nggwzkZh/dnL9Dh/QsWxaCqjoJCspjyJBMrr1WQ3BwL3S6cG8Pz+N8Joe2oerKgz0+baGhKQy5uVrWrQti/fpA1q8PIitLT7duFhYsSPepDlwGQzx2+7nP0B7vzjtL6dbNwrBhrRg+vBWrVwcxfXomQUGibu3FIHlOv9rnybxd3zRZDrsgCM1LWdlmnM5Son8GJpz99mdrEORJM2bEsHWriXnz0omPv3hz6MrL5dqa86+/HsPq1cHccEM6QUGteeutODRNWGmiqfn0e5j6XAKtK+f1+CdOfZ9EdnSsXRvI2LEtuPLKjrRrdxnDh7fihx9C6NbNwiefpLN6dYpPBbPgDmgbknJwsoQEB8uXH2DcuGy++iqM7t078eWXYTXvFYRmqObqhWHy3NqrF3U9XzzxBlAQhAtfUdEKNJpgwrbU7/apI1dS9tw2Zvcf36hvlLdvD2Dy5DjuvruYu+8uabTz+Lqvvw6lVavLyMiwYLfn8+qrqWzZUkhUVB8CAtpe0MEs+PgMbX0ugVr2LEU/6UPs40bU7ksduZKFe5edsYarwwEHaMuv8+D772ElRVTcEYjBoHDtteU89FAR119fxqWXVvn0pQu9Pg6HowBFsZ1Q/68htFoYOzaHm24y8/zzLRk+vBUffxzJ1KlHuOKK86uEoF247JRUDl/liXJuZ/v7awp1Xb2oeSwnP2cEQRDOxOWqxGxeT1jYrcjO/57TfRvzf2FhoZbhw5OIjnYwfXpmo53HF6kq/Pe/oXToUEm7dnl06VLB8OFa/P0TCA4OJywssFm0rPUU3wlozS3h+xdAY2e8OR6dTuH3/AF8vC+CkBAXISEugoOdrDq8gStMfcnP15GXpyM/X0fxL0Mp/SMZs1lDWZkGs1mDqnZhTrSTqCgH0dHuD0WROHjQwIEDfhw6ZMDBAXgS4uNhCAu5YfFNXHddOUZj87nUbjDUlO7Kwc8vySPH7N69kjVrUvjii3DGj4+nb9/2PPRQEf/611EiI50NOmZ9Fyb5gjOVc6tvYO7r+ajKGeoWC4Ig1Kh5g593EyivQFjYLSgtNzd6Ldn6WL06kJEjW1FSouGbb1IJDb24SnSVlmp49tkE7r77KDNnOrn88lZ06xZ0UQWxx/OdgNYaAnseQHIZeH97AHa7DAxm/Sk37HDCVkiIk3BJJchPS0iIi9hYB8HB7j/q/HwteXk69u3z52iOBKgQloohJp2nn+7GpTPG0nXnZ3TpApI8ivJbtjXBA/WsmoDWZjvqsYAWQJZhyJAibr+9hKlTY5k9O4r16wP59tuDXqno4CuaU2B+pgLmzWW2XBAE76p5g5+361YM+1ZguuIyr1/psdkkJkyIZ9asaNq3r+Lbbw9eNCW6cnJ0LFgQzpgxGRiNZn78ES6/PMmjr//Nlc8EtC3bFbBrcwqy7K6H1mZ2PwrKKsEaQhhJLB7wKSUlGhbvXcnfr7uB6OrZVz8/tV5PqqBpVwISyAo24F/PbSNwxudw6WeN/+Aa0fEBbWMIClJ4/fWjDB5cwt13J9Ov3yV8/XUq3bpdXM0Y9JM+xDB5bu12U/8TP9vMcF1pEnW96CiKnaKi71GUY7ng95xUGz0vbwEAsuxHRMSdSJLP/Js4wck/E9HWVxAah92eT3HxSlquBum2Yzl43rjSs3+/H08+2YpduwIYOjSfN97Iuqg6Xi5ZEsr06dEMHpxJhw7duPrqqIt2RvZkPvNKFeYXfMJ22qiVTNr0IeN61gQO7hfg7UE7ufLKHud+AlkFLrw/eq02HEkyYLMdQVVPTAdYtHc5D3YaeMK+hgYnV1xRycqV+xk8uC0DB7ZjwYI0bryxvMHjbm7s40ZgHzfivGYkziev9mwzw/XpeqeqTg4dGkdp6boT9v+9zYm3y8p6u/ZrnS6CkJA+5zzepnDyz0S09RWExpGfvwRwEbX6xFfRprzSk5en5Z13Yvj440gCAhS+/DKVW281N9n5vUlV3VecIyOrGD58F3feaaNTp6uQJI23h+ZTfCagrY+a8kKTN89t0ha5vkySJAyGePLzvyA//4sTvtce2L799RP2RUc/QosW/2jQuZKTbaxalcLgwW255562zJlziHvvbfiKUl9YOHU+Jm36kMmb3bO2Y3sMY1zPEXWWwDp+3/gN73ns7/Zcfn6qqpCRMYHS0nW0aDGGiIhBtd+Lm3X9CbfNHr0eVXWwa9etVFTsPCGgbY5c7bUbAAAgAElEQVS/s+a0IFEQfFF+/kKMxi6YDu2mqacx8vK0vP12DJ98EondLnHvvcVMmHCU2NiLpzTX888nsHJlIOvW/Ups7BVERcV6e0g+qVkFtELdWrZ8mYqK7afsX5+5letbXlm7XVi4lMrKfed1ruhoJz/8sJ8HH0xm6NDW7N6dy7PP5p62wcTxl4F1i74/4TKwry+cOptxPUcwrueIE64k1FUC63zKYnni5+dKjOXIkakUF68gLm4U0dEPnPD9qpN+dRqN0X1uY0cqKv6s3V8TmI/6aYLX31DW/FwMk+eeNb2gOeU9C4KvybrTXX+2deu3gBea7LwlJRqmTo2tDWTvv7+I55/PJTn54lvDcffdh0hMjCA+vgc6nW81tPAlPh3QJgafmJ+TOvLkNAS3+uTxNGWB56YWGNiVwMCup+xPP+Tk/tgna7crK/djtR467/MFByt8881BxoxpybvvRjNvXiSjRuUxenQ+ISEnRkd1XQYWhfzrzxOX0TP7ZFKQ+zXR0Q8TE/NEve5j7DyIsH7ZHLkP/K4YiHX7cp+qV1vXz+VMi+AEQTi7k/PQM9Y+TuYzEP4rtLjphSZ5XikKLFjgrrBTUqK9KANZRYFp02LQ612MGrWHa66J5aabEpBl0Z7+THw6oK3vpc36XE6sT23aC51OF055uWcqOfj5qbz//mGeeiqPyZPjmDo1jg8/jOKpp/Lp0aOC8nJ3CTU7T1P2OiQlwfW0IATfL+Tv64HRubwhyM2dT27ufCIi7iI+/h9IkoTZLGO1yjidEi6XBMWtQNGBwx8cRtasCUTNvBLllmGEaQfyrbEzxQvD4M/HQGOHpLUQlNNEj/b/2Tvv8KjK7I9/7vRe0jtJSCiB0FGqolhQwYKKYlkVG6xlRVfXtYJ1xbWigiJYsWKvqOtPsdN7DwmE1EmZZCaZTL2/P4aEBBIySSYkkPt5nnmS3Hnve89MZu4997znfE/oNKdJ3ZZIroRET6fxjWLpmQL79j2GyTSWlFuexB21vNNTd9at03HHHcmsXm1g1CgnTz21i+zsnqFe0BhBgE2blGg0oNcPQqNJlAq/QqBbO7TNcWjUti0c6sx2d8cl3CiVkfj91QQCnrDd6WVl1fHmm3vYtEnL44/H89hjh76Pz8P99b/nkzrIDZbFkPozJK6EiF1hsSOcdLUkTWuEckPgcKylqGgRDscqIiImEQjcz/z5kXz6qYXVqw2HjN7T5K/zlwB8iuGqSj77TOCL7JN5e1Ya8FrDGEXKap6VxTJ5sr1LIictfXcPXa3pykIxKXdX4liltPR9tt8FRuNIeveeh0ym6tTPcmWlnIceSmTJkiiio30sXJjL9OkV9CQfzu+HxYujmTKljMjIEhYt8hMRMaAhBUyidY45hzacEdbjNVrTUgRPoYgEwOerQKWKC+sxs7NdvPPOHnbs0FBWpsBo9GMy+UkYNAFDXTnbtsHPQ//BDwPnkPe/82D9gaVveR3jPguQleUiK8tFdslP9Lt5EAkJ3mPyZNbVqS12+8/kPQX2nTcgilHk5DzAwoWzWbPGAsDQoTXcc08hUVFeFAqQy8UDD1hd9heT+g1DpwsQfeZ0NCvXUV4+kJsGPcadG85DJoOnV3xCUvG1fPFFfx54QM8DDyRB9Gbo/zHWoT+S99BTR+X/1lw0FrqXvq6UuytxLGKzfcLWrZdj3gxpVz3V4Q6UR0IUg+1a7747mfJyBTfeWMq99xZiNh87zY3CRVmZnHvvTaS8vI77749Ao0lBELpxm9JuyDHn0Eq0TksRPKUy6NB6veF3aOvp27eOvn0P/m2kAtQwZAgM4XlmvPO3oCawbQAUDYXSgcTobmTFCiPvvRcJXAEvBhtm1Du5AwYEH/37uzrtRBdqOkpr+dr1Nw9HM71FFGFX71jyvj8FpfInHL0iWLrwPj799Ebcbh3Dh9fw8MP7OffcStLSPC3OcwmZcKCG2ch66A87d46jZMAmUlNrEQQFsb33c+eVxdx5ZzH79qkY+M9XYdtU+OVeKlc8wKBP3UyebGfKFDsnnOBEIZ1hJCSOGTxW2Lp1OibTSLL//SeuGdpOO9aePSpuvz2FH380M2xYDR9/vIvBg3tWesHChdFs3arh6ac3YbV6+OEHFSeemCwVfrUT6XLTg1AqgxFDr7e8aw2RiRC7OfgAPr59IgAVFXJ23fM9G4dfwtatWrZs0fLBB5FUVx/U2ktOdpOV5WLyZDvTplWETVA7VMWA5iKA9WkwXi9UVSmw2+UMCkxj9WoBt1uGef9UqmrrwLSf6OSykG2qqxPYTz/2fgt1deBnKs6PrbDp0mC+q20Amoq+3F/xLue+XEaNYzPvvvssRZ8OYsiN/Vm8uIgTT3QSG9u+dsUAZvM4CnULcLl2o9P1a5Lyk5LigVHPBx81UbDjXPrWPc2iRdG8+GIsFouPiROrOfPMKk4/vapFJYyuoLNvOKTcXYljkZKJIIpu+vZdjMI1oFOO4fXC88/H8cQT8SiVIk8+uY/rrrMh72GSqqLop6TEy/79GiAOs7kX48Ydmg4m0RYkh7YHoVRGAeDzdbFD2wIREX7Gp+zixOttDdtEEfbvV7Jli7bByV27Vs8tt6Qyd24i115r4/rrbcTEtN9pC5VAAPLyVGzfrmXbNi1bt2rYuVNLWVk2/7TLqalp6Yz8UcNvZYLIwJc9ZGbW0bu3G5VKxOsV8PlAeO873DUB9pFCjrwPBYF4RLbBWY3muRogqDd8wqjPuO3hG4mPLqTyh0HEzlfyRvW/UKVEUvNoeBwos3k8AE7nenS6fi07gfoyGLaEZbf/nepqGf/7n4nly818/72Zjz6KQBBEhgyppW/fOlJT3QceHnr3ruuQw90cNTUy8vNV7Nunoth6N3bhXmIpIS76CiI2aTlv+fmUsbtT5cekJg8SnUVn3owVTwrmzer1WZ0y/7ZtGmbOTGXdOj3nnlvJvHn5JCT0HD1ZCHY6q62FAQP28uCDZnQ6I3J5TFebdVwgObQ9CIWim0Ro24AgQHKyl+RkL5MmVQNBP+GXXwy8+GIsTzyRwDPPxHHJJRVcckk5o0bVoFKFJ2pbbM3kz6/NrFqlZ9UqPWvX6nE6m0aL+/atIzu7FrPZj8Xiw2IJ5g7r9QHU6gAajYhGE0AmE8nPV7Nzp4Zdu9Ts2qVh1SoDgQAoFME8VlXNqShTEkhOhlN/e4Oke06n/5N3kPJDNgpFKcI7b+O/9KwDOar5eL0/o9GkkpLyCsbhw+Bf4CX4CBcaTTLqYnBa1xMTc2lI+5hMAS64wM4FF9gJBIKVy999Z+bXX438+quR99+PQBQPOnlZWS7OOKOKM86o4sQTnSiVodkW6JVAVZWM1av1rFxpYOVKPRs26CgrazzB4wd/tQFjAXaCzAPGIkqNBVz5WzpxcV5SUtwMHOhi0KDaTokmN85t72odX4ljl87S766t3UFNb8iMuzrsc/v98MILsTz8cAJGo5+33srhvPPsYT/OscAddySzb5+cDRvUGI0ZXW3OcYXk0PYgZDIVcrnxmHJom0MQID/yXd5/fwq7dqlZsCCGpUujeOutKPR6P+PGOZg4sZqJE6tJT3eHvJTl8Qj89puBb74x8913ZvbsGQ4EHc7s7FqmTy9n0KBa+vd3kZGxH4ViF3V1uQQCrbuQMpmSoUMnoVBYWhxjNI2AvQecceFqHHevprjqPQoC7+H3m2FSFYifIoogCCoSEmYSG/u3TtcmNG+GyuT1iKLYZukYmQyGD69l+PBaICj15XYL5Oer2LtXxdatWr7/3syLL8bw7LNxmEx+Tj65moEDXfTr56Jv32AkW60WKS+Xs3mzjk2btGzapGPDhn+x7e8aRFFAparj1lsf4bbbXkep9DUpdpO56wioNfj9EAgIVLqclNmtPPjq7ZTuG8T27Rp++slIVdXB02FKiptBg2oZONBFaqqbtDQ3vXp5iIvzImtnnUZ3l6uT6NmUl3+J4CHkG9dQ2b1bzaxZqfz1l4EpUyp59tl9REd3/opad2XBgrVUVsZjNPbpalOOOySHtoehVEbi8x37F9P6KEVmppunn85n7twCfvnFyP/+Zzqw3B10HAVBxGr1Exnpa3iYzT6MxkCDEoNKJfLJlzfy4obBOBxyNJoAJ53kYMaMMkaOdDJkSC0ajZeioldxONbicuWQm9v2HuJlZZ+SmbkApdIaUrSuquo3Ci6CxMRbycx8DgQBR/VP7X/T2kBjWSzT1WZKvWV4PAWo1UkdnlutFsnIcJOR4WbiRAe33FKKwyHjp59MfPediRUrjHz5paUhiiuXi1itviaR19hYL9nZtZx/fiWjR6/Aar0HrzcXk2ksKtWRl+++2fQJE+Jqefyfd3Drelj1j6A2c3m5/ICjrGP9+uDPr76yNIkmq9UBEhM9REX5mnym1OoA5eUKbDYlNpuCcrZT1wuSk6EXbxM/NwF23ACmfDCUgL4Ej0cI22qChERHCAS8VFR8Q9TvoDyj4+osNTUyvvnGzLJlEXz/vQm9PsCiRblMm9azpLjqEUX49lszp522l8REHf369ZZ0ZTsByaHtYSgrRLwxx3aEtjmMxgBnn13F2WcHHc3cXBUrVhjZv19Febmi4ZGXp6K6WtvQ+CEQOHBSMcjRZL3Ne7ePZcKEanS6po5Gfv6zlJa+h043AKv1FLTaDDSa3mi1achkulbtczo3kJPzT3bunEmfPgtajdZ5rJCXNxd9DqSPf6ID70z7qNn8eYOOqsq1G7ZeitO5PiwObXMYjQGmTAmqIyzd8gVT089l1y4NO3Zo2L5dS0mJkj596hg4sJbsbBfR0T78ficFBS9isy1DEGLJyHgWs3lcq8d66qNP+L9SeCIbHswCUfQhCAoiI/1MmOBgwoSD3err6oLR5Lw8NXv3Bn/u36+iokJBQYGKjRt1lJUp8HgEIiJ8REcHH0NZh+rkvuTnwx+MJv+5OPC93MSOqGeCah5JSZ6GVIfsbBcDB3ZOyoNE5xNu7eHO1DJu3BWs9DwrvtvsxC0H5rRvPlGE77838d57kXzzjZmaGjkJCR5uvNHGzTeX9Lhc2cZ8+62ZSy7J4PXXXVxxRSYymeR6dQbSu9rDUFXJcVqPP4f2UNLSPKSlNf866y8SogjmJ8aDxwC6MupkImeffXgntbKyLygtfY+YmOkkJ9/RLnvM5tFkZDzD7t2z2blzJhYl2Fs4v4uiyPa7wO+vIesRkF+radcxO0r9hVSjSUcuN+J0ricycnKnHrM+cj2LxgVblYeNq6vby86df8frLSUm5lISEmYhl7d+Y1HPWjs8vQvu6gv79v2HlJR7eWfrl4cV22g0IpmZbjIzW24eIYrBgsHGqS1G03R488DSrdAbu2011ofOh+okcMZCTSz3DHqQ0lIFe/eq+fnnetm6IGlpdUyaVMU559gZM0aSPztWCLf2cOP5wt0yvElXsIcFFIpILMUqaEezoc2btdx1VzK//mrEavUxbVoFF19cwZgxznan6BxPnHGGjddeczB9em/k8q45n/cEWj1NCoJgBt4D5EANcIkoih5BEF4CvhFF8YsD4xYDWcBXoig+0tI2ia5F6dHi9eY12XYstQQOx0m9/iIhCIDKFXy0QE3NZvbtexyj8QSSkv7RLpvrMZlOICPjWXbvvo1nBsPtG6CyGae2oGA+FaMgOekf6PPmdeiY4UAQZBgMg3E613f6sULNMy0r+xSfr5y+fZdgMGS361jfFEO8Bq7kU55ft5xFe1ztUj4QBHhv+5G/Q3I5YN4ffBzg7ttvaDLGZlOwcWMwP/jXX40sWRLNggVB+bMzzqhi8mQ7Z55ZFTapOonw0TjaqXznK2o2fx72IsDOysH2eGyUj4aYyLOo3Xhbm/atqJDz6KMJLF4cjcXi55ln9nLlleVSKs0B9u1TodH4sFgqmD59BCqVqatNOq4J5d7pcuBpURTPAIqBSYIgjAfiGjmzUwG5KIqjgXRBEDKb29ZJr0EiBPQDz8VoGoH2uy0EAjUEAnVkLDwD09MjmLV8LhkLz+hqE1tEsfSLht/DfVJv3M3r0M5eXm8ZOTl3olRGkZ7+GILQ8TCZyTSSzMzniNPA04NhYgyk6WkoLHM6N5KTcyeRv0N09MUdPl64MBiGUFeXh9d7eLS0K6iu/gODYWi7ndl6luSB1XomlyW7OCW6fXNkLDyDWcvnYnp6RMP3KJCSEPR0BSHkSFd0tI+JEx3cdlsJy5btJjd3A0uX5nD22XZ++MHM3/7Wm969B3P99aksX27C23NXcLsdDdFOUTy4jN8NiwAbn0vrKS19F1FBm1ZfAgFYvDiKoUMHsnhxNNddZ2Pt2s1ce22Z5MweQBThmmvSOO+83qjVfVCrY7vapOOeVq/Qoii+1OjPaILrf4uArwVBOE8Uxc+ACcAHB8Z8B4wDhjazbVd4zJZoK/UnXFXRa7BjBl5vRbc64TYX4Wi8LfD4og6L0zd3jJY6ewUCHnJy7sLvd9C372tHVCdoK0bjCO7eBA8PgPv6B7etXz8e3avg23QOSmUEfecV476l+xQNGAxDAKip2YDFMiEsczb5/7ah+YDHY8Pl2k1i4i3tOu6h7YlTUx/E6y3l3v4b+fCSz8LSRa+l1rxtwWA4mFfs8+3lt9+MLFtm5bPPrLz/fiRWq4+pUyu47jobAwbUddhmiWOXUHNtm0uJKC5+HcNO0A4PTUJq5041N9+cyp9/Ghg/3sETT+QzcGDP6vAVCoIA8+ZtoarKgl4vxfOOBiFntwiCMBqwAn2ArcA84ARBEG4B9EDBgaEVQGwL2w6d8wZBEFYLgrC6vLxnatIdbVSq4L+hu0l3NRfhaG7bkSKq7TlGPYcuF+fnP0lNzUZSU+eg04X/ZFTkjeCCP+CaVfBcjp7Y2CtQ20Am09O//9uoDogotCfS1xnodFkIgiqsaQdH+n8cierqPwAwmca067i7Z35H9e2rqb59NbtnfodMpiI19SFkgkhJydtNxi7dcnhEq7n57h51fcN89bTWJrme5qJmhx5XoYCTT3Ywf/4+du/eyPvv72bixGqWLo1i9OgBnHlmH5Yts+LxdJ+boOOdxv+3cH9P61fU1P9ZhH7gua2Ob85RDeWz63RuxOlcR9y3rdvk9cJ//xvHmDFZbN+uYeHCXL78cqfkzDZDUZESv9/F4MG1TJmSiiBIicRHg5DeZUEQIoD5wAyCkddXRFEsBt4GTgGcQH3TZ8OBeZvb1gRRFF8RRXGEKIojIiPDFwGTaJn66FNr3cJCORm2l444pfXOyN2jrj8sJy1cNrvdRZSVfUJMzOVYraeFZc5D2T3zOypnr+Zf4x/kzWk/k5h4M4P+DSeeuB2rdWLDuJrNn+OoXo1rwYNd2j5VJlOh12eF7NB25uenuvoPlMootNrwiZKr1fFERZ6DzfZJk5u95kTsm3NAG7cErieUiJl+4LloZ83FaBrRxHE5kni+SiVy1llVLFmSy/btG3n00XyKi5XMmJFO//7ZPPhgIuvXa+vrfSTCTEP61qy5Df+z+u+po3p1u7+nzX2uGtPW82ZrDRgCKQkU3zUYwQvRO468HL5+vZZTTunPQw8lcvbZVaxevYXLLuuZElytsX69lsGDB/LhhwaMxmHIZOquNqnHEEpRmAr4EPi3KIp7BUHYDaQfeHoEsBdYRzCl4E9gMLAD2N/MNokuJtQIbWd1owEaHNHHfn+Ze8a0f0m2nsbFFw/+Mr/DxRdO5xoAoqI6v1CuSZpDI+3XQ6M8nSXd0xYMhqEUF79JVdWv1N+fjrQ2HVNV9XvwZ/U6oKnN4Sg+FEU/1dV/YbGcHHYdx7i4qykv/4qSkqUkJd3a7JiGNIlZc5ukSYTyug5NdYCOt8iNiPBzyy2l3HRTKT/+aGLRomiefz6WZ56Jo1cvN+eeW8l559kZMaJGqjYPE+Fua9xcalVzTnFz503VYy+j/s+ihjFtSXGpWv8WxVsuwlpgxvPnssOeF0VYscLICy/EsHy5hdhYL2+/ncO550qrqUciM7OOGTPyOOecaBQKc1eb06MIpcrlWmAYcK8gCPcCrwGTBUG4FFACFwEO4BdBEBIIdp4fBYjNbJPoYpTKoOh8d0s56AjhzgV2ONYgl5vRaNJbHxxG6i9inak92RGMxpEUF7/G7t0HK6HnDWo6ZvfuoCN4ogpqaqai1w9seK69N0mNL/j2U6LwP1CNyTS6XXMdCY2mF1br6dhsy4iLu4p+r15MaW0F//lzUUOVekecmc5sdSuTwWmnVXPaadWUl8v5+msLn31mZeHCGObPjyMlxc3VV5dx5ZVlxMb23C5NnYUoBqio+Ba3O79h29W9mo4pLDyoQxz1mwLVxdcCbXeQG68GeO65Ec89N7Y5XztYI3Anfr+TeNfUJs+53QLLlkXw4osxbN6sIyrKy913FzJrVilWq6SP3BIul4AggFJp44knVOj1aV1tUo8jlKKwBcCCQza/ceg4QRAmAKcD80RRrGppm0TXIpMpUdrBF909qm47m/Y4hw7HGozGYV2W99QdnVkIOrT9+79LIHCwAGniu9c0GfO/6a8him527JhJdfWfDQ5tfRS9sXMYKo0v+ParBEDAZDqh4y+oGeLjr6Gycjmlpe81+/yRoujtIdzzAURG+rnyynKuvLIcu13ON9+YeffdSB56KJHHHktgypRKZswo46STHNKScRioq8tn796HcTrXNtl+VWrTcUVFByOpVVGR9BOvQRBkbf4MtLYa0Jy0YeObQsW7X7L5s0E4nWtJS3sEzbBJQLDY6803o3j33UhsNiVZWS5efDGPiy+uQKOR8leOhCjCjTemUVoKX3zhRafrJ3UC6wLCJtctimIlB1UNWtwm0fk0t7TZGGVl+yK04darbS7vMNz7tlXo3O0uwuMpJDb2svaYdVwjCMJhBXLbHE3HGAzZZCw8g4f7wYatC3n8sw/YPfO7sEXRK04AvX5AWFUnGqPVZmCxTKC09D12XP8FT/y1tElaTOMOakfCbv+FgoL5iGIr0dD3FOj29SLtrA8bbqA64vwfisXiZ/r0CqZPr2DXLjWvvRbN229H8sknEWRk1DFjho3p08ulzmSt0Ny5TxT97L8Y9my9FJlMSa9eDxAZOaXBkTE9PaLJ+OrbV6MfeC6lfQrZfm85rmvPRLfk+4aVmY6qYtTT2nctb6qDysrlJCTchEp1Nm++aeWtt6L46y8DCoXIpEl2rr/exoQJ0g1PqAgCnHdeIcXFaiyWIVInsC5CetePQ1rLUVVVtM+hDXdebaj5o63tG07q82cNhuGdMv/xRnM3T6W1Fay1w9REqKoL30qA11tBdT+I74R0g8bExc3Abv8Jm+3wvEJoPYLu97vYt+9RBEGNXj/giGN9PjuVsSuJcqzEZApmZTXnkIRDpD8z081jj+3n/vsL+PRTK0uWRHPPPcnMnZvI1KmVzJhh44QTaiQnphkOPffV1Gxj+/ZrcPwdzKYTSEm5B5WqqZBxSznTsXk+8lcPIW/KZvofaLvc2dQ7zfsW3Y1t2A/k5l7O3Xc/zrp1ejweGX36uHjkkf1cemk5MTFSSkpbsNvlmEw1TJlSjtk8RioC60Ikh7aH0NhhVD6qpbYNDm24Wy42R1dW8DfG4ViLXG5Gq+3d1aYcEzT3WYjRRbC2soJLk2F8jLFh26EX97bexFRW/gByOiV/tjF6fRYm0xhKSpaSaprV5v1LS5fi9ZbRt++rDfq9LREIeNi06jRstmUNDm1LNwkN83cwT1yrFRuitps2aVmyJIr334/k3XcjGTSolr//vYSLLqrslgL5RyO/vLVj1CTDunVjADn9HwbtJ083u7zcXGAhkJKATKYgbSxsfgTKy78kKur8NttYWyuwb5+avXtVFBTU4dkygrpnRTweGckb5uByB8BjROWN5tKVBqqr5URGruOWW/6P1X9NYs6cJQwe7GHmzFKmTLFLNzLt5PvvTcyYkcYHH6zklFNGoFAYutqkHo3k0PYQGi9rCefX4iv7KOR9u1MDho4QigMVzJ8dKukGdoDdM7/jid9fAN7i+ZOmNmw7dMWgrc0HKiq+RVEddDg7m/j4GezYcR0T49xt2s/rraC4+E0sllNadWYhKIcWmXgRJSVv4/GUoFLFNvtedRbZ2S6eeSafhx4q4MMPI1i4MIaZM9OYMyeRG2+0cc01NiIiuk86QltTiFqiuaYezakNHHozv/26D9jxOAiCimHD/kL7YxqOVjzBxulR9edh3dLP0es/prBwERERZzUb1fN6ITdXzc6dGnbu1LBrl4a8vACCsJX4+LX07buKfv1WMXhwTlBH6AATJx42VQNOW2+GD3+Effs2S3mxYWDAgBomTSpi2LBUlMq2SVBKhB/Joe2BKJWRBAJ1JBus5DuDrUzrI0FHIxp7NGiuK1hrKgIeTzEeTwExMZccVVuPR5LMvTAosnE4VrVpv5byv0VRpKJiOda1IJzS+actg2EIBsMwiouXIJcbiIg4I6SlxKKiRQQCbhITbwr5WNHRUykpeYuysk9JSOh8J7Y5jMYAM2aUcc01Zfzvfybmz49l7txEnnwyjmnTKrjkkgpGj3YeN9JfoSoLNL6Br3BVkJNzF+5oGHJDKdqtae1Oj/Jffi4J1fHs2jULm+0jjMbLWRsYydpXo9iwQceGDTq2bNHi9cpQq2sZNeorzjrrHa666luUymBRptcbj1w+EJPpbMy/boJzxh4xyioIciyDT0KhgKAIkUR7qaqSYTT6iYwsZMkSfac035FoO5JD2wOpv5Nc87claDTJTQoewh2N7Ywq7lA40gWrpeVEhyNYpWw0SvmzHeXyAVMoLCykqOhVfL5qFApTSIV8zd1ABVISqO0tw7MErLuPXgOW5OR/kpt7H3v3zqWg4Dmioi4gOvqiBi3nQ6mr24vN9jHR0Reg0aSGfBy1OgmTaTRlZZ8SH38tgqDoUMFkRxCEg/JfW38xagwAACAASURBVLZoePHFWD74IILXX48mKcnDRRdVMG1aBQMGuI67JerWirNmZ4LTuZbUPg8j+/MsXG1Mf/B4BAoLleTnq8jJ0bBjxwUMH/4+1dVvMn36g9TWDgMgIsLH4MFO5s79lIED38do/AFwoVBEYrWei8k0Gr0+C6UysmFu1Ycv44m5oGNvgERIOJ0yzjyzHyedVMy8eeqwNniR6BiSQ3sc09JFUamMAuq7hSW3WmDVmmrCkeguubGhENSfNaHVSnfb4cBoPIGiokU4nWuxWCY0+zkLpT1szebPKXvnJuAv1M+90wmWNo9O14esrPdxOFZTWvoexcVvUFz8JlbrqSQm3oxandhkfEHBi8hkauLjr2/zsaKjLyQn5w7s9hVYrad2WtFjWxgwoI6XXtrLvHn5fP21mQ8+iGT+/FiefTaOwYNrufXWYi64oPJAxO/4obnP5LQkODse4uOvIzLyLODwG2OnU0Zurpr8fBX5+Sr27z/4c/9+FUVFSkTx4F2AVhtg79653HHHyTz33MPo9TcyaFAVOt1XlJS8QV3dHuRyM1brJCIizsRgGIogyEO2WaJz0OsDnH12EePGeTEYsiR5rm7EcXYqkmhMSxdFhSLolIaqdBDuzl7dFadzLQbDECl/Nkzo9QORyTRUV6/EYpnQ7JhQI1z2qHw0mt6oVDFhtLB1BEHAZBqJyTQSt7sQm+1DbLZl2O0riIv7G3FxVyGTaXA6N2K3/0hCwswmkbNQMZvHoVTGYrMtw2o9tRNeSfsxGAJMm1bJtGmVlJUp+OQTKy+/HM2116bz8MNubr65hCuuKEOn697L2IdKb9XV7cXp3ABjwGX/+eDAc0xw4O+zEgxoBSc3psMfFSpuGnZDkzlzc1V8842F5cvN/PqrAa/34LlDpQqQlOQhOdnDKadUN/yelOQhPd1NSooHmUxPTs4p9OmzgIQEH6Wl72GzFaPR9CY19WEiIk4PSQWhu2pXH0+IIlRXy9Dr7dx7rwuT6YQWbzAkugbJoe2B1F9wO6tbWHftdHUkPJ4S3O58oqMv6mpTjhtkMiUGw9A259Eeit/votpaQoy5a7WB1eoEkpL+QUzMpezf/xxFRYsoL/+K5OTbKS5+C4UikpiYy9s1tyDIiY6+gMLChdTV7UOjSQlpv3BrQ7dGVJSP66+3ce21Nr7+2swzz8Txz3+m8Pjj8dxwQ3B7V8o+NVfs1Vxr7NokWLNqEH5/NTwK5NzR7Hx3HVis0emy+PuwV6iuVvD770Z+/dXAd9+Z2bFDC0Dfvi5uuqmUYcNqSE4OOq5RUb6Qco4TEmZit//E/v3PotcPIjn5X5jN46TIXzfj2Wdjee21SL79dhUZGcORyVRdbZLEIUgObQ8kKEovw+cLr2JBc1XCxwpS/mznYDSOpKDgeTwe22E6nU7nBvbufRi/33XEOUTRhyjzN8hadTUqVSzp6Y/hcExl37555OT8E4CUlHuRy7Xtnjcq6nwKCxdhs31EcvLsJs+1lPYTbm3oUJHJYPLkKs45p4rffzfwzDNxPP54Ak89FcfUqZXceGMpw4fXHhVbGjv1zeXOH1oX4Pc72fYwCIKSIUN+Qn7CBGp/eRsI7up0CjgccqqqFFRXy6mqkrNq1RB++SWCjRt1BAICKlWAMWOcXHNNGZMm2UlP97Tbfq22NxkZzyCXG0JSxpDoGsaNq6CgwE96+pAOfc8lOg/Joe2BCIIchcLabIS2I/myHelz39U4nWuRyw1S/myYMRpHAuBwrG7IPQQIBOrIy5tDIOAJqY2tQmHpdjcbRuMIsrLeobT0Q+rqcoiK6likVKmMwmo9hfLyL0hMnIVMpml4bvfM7456NDYUBAHGjnUyduxudu1S88orMSxdGsl770UycqSTiy6qICPDfWCJ3Y1SGX4b2uLUC0Bu7hxqk0EufsCnn57Mzl2Psm3m2eTkqMnJUVNbe/gyslodYOTIGu66q4jx4x2MGFGDVhu+FAuzeVzY5pIIL6WlCqKiXAweXMK4cQkolaauNkmiBSSHtoeiVEY269CGmi8bjs5F3QmHY80Riy4k2odO1we53ITDsbKJQ1tY+Apudz6ZmQswmUZ2oYUdQxAUxMZOD9t80dEXUVn5A5WVPxAZObnJc4c6s+FskRsOMjPdPPlkPvffX8DSpZG88koM//rXwdQJuVwkJcVNXJwXrTaAThdAoxHR6QIYDH4sFj8Wi6/hp0ol4nbLcLsFmP0M3vJaRATkr7xJ4Ml/MPunh6j2VoBPwwsvv8ttA2bj5GnK/wYeD6h4A+HmXrD1JZB7oCaaK05aQVXVy7yw4Bk++iiYq6zgTnpt8pORUcf48Q4SEz1YrX4iInwNj5QUj6Tb2gNZs0bHOef04YUX1nPZZcNQqaK62iSJIyA5tD0UpTKiQzm0R6PZQqiSXx2JKgN4PDbc7n1ER09tn6ESLSIIcozG4TgcqxBFEUEQqK3dTknJUiIjzzumndnOwGAYjkaTSkHBS1RW/tjkOZ2uL/HxNzTkVnbXhicmU4BZs2zMnGmjpETBnj0acnOD0c89e9TYbEqqq+WUliqprZXhcslwOuU4HEe6mXzh4K8VwLUArzdscgKPfAIG4Xoi38pDhQevfALu701QdSH4VYwav4yrL3yF3NyLGP/RHmZ8BX36QK9MHXXr/uyU90Li2KZfv1ouu2wfp58ei1od19XmSLSC5ND2MOrlXRSKSOrq8loc11U6mI1pTReynhZbTIaof+t0rgHAYBjWYZslDsdoHInd/n94PAWoVHHk5T2EQmEhKekfXW1at0MQBBISZlFUtASPp7hhuyh6qapagVxuaogId/RGrrMRBIiL8xEX52TMGOcRxyqWfoFr2hSqqhRUVsqx2+X4fAJqtYhaHcAydSbaon0IiLjjk6j+4hVGLJ4OfhXI3aArx3b3V6jVIqLoQ/bfF/HOvgrYxcjXL0II2Ll3MOS55Fw49TaMc6YhO2c+cHT1sSWODfLzlURHe1EqS3juOQs6XVJXmyQRApJD28OoVx8IphxUNETNDqW75eq1lVCdYQgWhMlkenS6PkfDtB5HfY5sdfVK/P5qXK6dpKfPQ6GQctGaw2qdiNXatH+pKIrk5NxBQcHzGI1D0en6HbUWuZ2du1tfTKqdNRdLSgJRzRWT7ni2yZ9xuIlJK2zi0KtUfsrLv6ag4EW8p9pgw1sAvDo0uI8PHecN/QCZTNNq10CJnovbLXDOOX0YOrSCt97SodWmd7VJEiEiObQ9FKUyAlH04Pc7USiMXW3OEQlVNLytUWVRFPF4inE4VmI0Dg1J71Gi7ajVvVAqoykv/4La2h1YLKd0O63V7o4gCKSmPsDWrZexZ8899O//NnK5LuT9O+K4dYWSQn1+8JFyg+u3L93yBef1Smb79quprd2KTpdFXNxVBEvADmIyjUKlarpsLDmzEoeiUgW4/fadDBqkQ6frK8mnHUNIV/AeSuNuYd3doQ31otNaFMnrLae2dhs1NVuoqdlKbe1WfL5KAGJiLu2wnRLNIwgCRuMIKiq+QS43kpLyr6426ZhEobCQlvYwO3fOJD9/Hqmpcw4b01yxZoOc3qy5DdqsoXI0Cs9qNn8e0kqKz2fH5drTZJso+hmt/Z0dO75HqYwhNfUhIiImSc1RJNrMypV6ZLIA2dl5zJiRik6XLn2OjjEkh7aH0rhbWFv6zncHamt34vWWtjpOFH14hu7BkXMnNTVb8XpLDjwjoNGkYTaPQ6frj14/AJ0uq3ON7uGYTKOoqPiGpKR/NNxMSbQdo3E48fHXUlT0KkbjiYc931yhWEfk9Lqq8OzQdAqXaw87d8460K67KYKgJj7+BmJjr5T0QSXaRSAAt92Wgkrl5uefFeh0mVJk9hhEcmh7KJ3dLawxhYWvUFu7NYSRAibTaKKjpza7/O/3uygoeA6bbVnoB48BtSsJg2Ewen0WOl0WOl2/Ni3XSnSciIgzUaniMRiGdrUpxzzx8dfhcKxm377H0TG59R2OUepTiOqdWYDevZ9CJmv63dVq06SbJIkOIQg+Xn/9TyIiMjEYpFqKYxXJoe2h1Du0bekW1h7lg0DAQ1HRYpTKyFZ73Pv9tVRV/YLN9iFJSbMxm8c0POd0biAvbw5u935iYi4nIuKMEI4uoFYnolCY22y3RHgRBAVGo6QiEQ4EQUFa2iNs3XoZIzUr8PtvQi7XA91f+aC51rTQfJ785QOm4HLlNjizffu+fMytJkl0bz74wMr27Sr+9a+NDBgwGI0msatNkugAkkPbQ5HLTYC8TRHa9lQ6u937AD9JSbcSETHpiGNFUaSq6mf273+O3btvxWQaQ2LiTVRW/kBx8RuoVLH06bOw23WMkpA42qhUcaSlPcTu3Xewe/dsMjOfRybTtEn5oLlCsc5WNGgp/aG5PPmgMzsTkJxZic7ht9/07NypQKsdjkYT29XmSHQQyaHtoQiCrMVuYeHE5coBQKPpHYJNAhbLBEymsdhsH1BUtIht2y4HIDLyPJKTZyOXGzrVXgmJYwWzeRxpaXPJzb2fnJy76N37v8hkqpD3l+09XL2gKxQNfL5qXK5dTbb5/bXs3fsIIDmzEuEneE/lY968NcjlQ9Hr47vaJIkwIDm03YTiYgU7d2oYMMBFZKQfj0egokJORIQflUrE7wefT0CpFJHJgknsPp+AQhH8uz10tFtYKASrkmVoNL1C3kcmUxIbezmRkedQUvIOen02Fsv4zjNSQuIYJSJiEoFAHXv3PkJu7r2kpz9+2JjmmoyoHnsZ9X8Wof7PItx3X9+qwsChhEu/1eOxsX371Y0KNhsdQxFJnz4LJWdWIqysW6fjnnsSeeWVv0hPH4BGIzmzxwuSQ9vFiGKwo05hocDkyX154411TJ5czvr1Zk47bRjvvbeRM86o4M8/zZx99lA++WQDEyZU8fPPFs4/fxBffbWeMWOqsNnUFBaaGTasNuRjKxSRzVYNh5O6uj2o1UltihzVo1BYSEz8eydYJSFx/BAVdT5+v4v9+58iL28u0DQPsGbz54c5oPUObGNHti0SXc1Fd9uaruDTwu7dt+H3V5Oe/h8UCkuT57XajMO2SUh0lIoKGWVlAkplZpsCLRLdH8mh7SICAbj22jQSE1088MAmBg5U8sMPxfTpE4tWayU9XeSZZ4oZOFCDUhlFWpqCBx8sIiNDgVxuoHdvOQ88UEhamgqFwsq8eTEsXRrN5s3riI4OTW5EqYw8bKkv3Lhce9BqW083kJCQaD+xsdMJBGopLFzAKO1A3O5zUasPFlp1dgOBemd41vK5IenVBgI+tj4ILtduMjKexmwe26n2SUj4/SCTiYwbl8PKlSJGY9+uNkkizEgO7VGkrk5g9Wo948Y5gTrMZgcmkx+9fiAqVRwTJx78d6SlwW23AQQ72/TrB3PmAASXRwYODD4geNF68kmRyZMrsFgq8XoF9u6NJSPDc0R76nNoRTHQKQLSgYAHt3s/VutpYZ9bQkKiKXFxMxBFPxQtZvPm87FYTiYmZjoGw9CQNDVDLSirVypQ/2dRg1JBW/RqRVFk166/U3EipKT8S3JmJTqdigo555+fyezZO7jwwl5SB7DjFKkNRicjig1FvTz5ZCxTpmSSn29HFP289JKKhx7qhUaThEzWsXsLi0XgvPMiMZvHs2FDCiNGDOSTT/RH3Ccoo+XH76/u0LFboq5uL+CXemFLSBwFBEEgIeEGsrM/Jy7uKhyOtezceQPbtl1BefnXiKKv1TlCkeZrUCoQxQYJrrawb99/KCpaRMpSiI6e2ub9JSTaiiiCweAmKsqITtdfcmaPUySHthPZuVPNhAn9WL1ahsdTyuWX5/Dpp/n07j0cs3k8anU8giAP6zHlcg2jRvXhnntqOOkkGx5PKevWKVi9+vBGAo27hbWVxhqXLeld1tUFFQ6klAMJiaOHShVLYuJNDBr0FSkp9yCKXvLyHmDLlmmUl391RMc23JJdiqVfNPm75BTIzb2HmJjLSFsc1kNJSByG3x9M7zOZyvnii51MmpQmtbM9jpFSDsJMIACVlXIiI/1ERdkJBHy4XCoMhqFkZ0cxeHDnv+VaLTz8sAFRHIPHU8q8eQpWrzayadNaNBp1w7jG3cLa6nTW58gdqRDE5coF5KjVKe17IRISEu1GJtMQHT2VqKjzqapaQWHhK+TlPUhR0WLi468jTgi0OkdzjRqaU01o0YZGxWNudyE7/xmUG+vXbwmC+E57X5qERKuIItxxRwqVlSKLFtVgMg3t8EqoRPdG+u+GmQsuyMTv9/Pxx39gtUaxalUAhSKrS5Y4BEGOWh3PO+8E2LSpEqXSh9tdxcKF/bnySjs6Xdu7hR3KkSI6HVE4kJCQCA+CIMNimYDZfBJ2+88UFb1CXt4D7J0oR1i3tMlYvT6bjIxnkMk0AM0Wd9Vs/hzVYy+3SepLFANBBQYR+vd/G5lM3fpOEhIdpFcvByaTDItlhPSZ6wFIDm0H2btXxbJlEcyeXUggUM20abkolQaMxtGoVNauNg8Ak0nG2LGRiOJ4/vyznDlzIjAaa7jyyqB9Xm9ZpxzX5cqR0g0kJLoJgiDDaj0Fi+VkqqpWUPvDmwRGDW54PhCow2ZbRl7eQ6SlPXrEm/DmWtUeCZvtA5zONfR9CTTnSFJJEp1LIABQx0037cJsHo1cfnjKncTxh+TQtoP6Ii9BgN9+0/DII/Gcemoew4bFcd11SSgU5q41sAUEQWD06Cg2bvSQnCyjrs6FKKooKakmNsxd//xKcLv3ExFxRngnlpCQ6BD1EduYnTvwXNQ0yqpUxlBY+CI6XR/i4q5ucY62yIDV1e1l//75mExjifv6t/aaLSERErt2qbn88nReeGENJ500AoXC1NUmSRwlJIe2jZSXy7nyyt5cfnkhF1+cw7nn1nDaaXrS0kYeM0vrWVkqoD8aTQIVFXGYzW+zfv2HTcbExl5BfPy17T6GKwUggEaT1iFbJSQkjh5xcVfjcu2koOBFtNoMzOZxHZpPJEBe3hxkMjW9et2HwFlhslRConnq6mTodB6Sk5Mb6kQkegaSQxsiNTUy9PoAZnMNWq0LmUzAZDoRhSLimJUAUSrNZGf/l/LybzEYygkE5DidWhSKVZSWvk9c3FUIQvs+IjUHVhWllAMJiWMHQRDo1esB6ur2smfPvfTv/0ZIrWebKx4DKEzbSE3NJtLSHkGliu4ssyUkGujXr4gff6zFZBrW1aZIHGUk/YoW8HgOOqkLFkQzcmQWVVU2wMcXX4hcf30mSmXkMevM1tOnz8WMHr2YrKylLFv2LKee+gYy2Q34fBU4HKvbPW9NKkgKBxIS3ZeW8mDlci0ZGU8jk6nYvft2fD4HAKLow+ezU1eXR23tjiaPjX+bz6Ojp1I8cykb/zaf2tod1LxyH/mpq4j6GWIX5h3FVybRE3n33Qj+858oRFHAaMyW5Ll6IFKE9gBeL8hkIJfDRx9ZmTkzlTVrficuzkFKishFFwVQqwdhscSGXTu2OyCX67nlFi0xMXZSUzPZtk1Hbu53DBo0ilB99sZyPjX/1aDRxB0zaRgSEj2NI+XBqlRxpKc/wc6ds9i8+XwggN/vOOJ8Y1SwbdvHBzcMB4VbQ8ItX+BVdo8CWYnjlz/+0LNzp5z77hsqKRr0UASxvsKpixk6tL/400+vNsjFdBRR5IiOWGWlHLlcxGQKsGqVjvPP78Pbb29k7NgSduzQs3RpKrfeWkdamhm53IBMpj3mo7Gh4vfXsmbNdGy2n1ixYiX33eds0/6qx15m7bnL0Wp707v3k51kpYSERGdjt/9EZeX/kMtNKBRmFAoTcrkZmUxz2Pnw532rODllZJNtxuUFyC+5/ODfphFNqmod1e1fBZKQgGDzBLkc6upKkcmyiIyUVDSONwRBWCOK4ojWxnWbCG1BgYp585K4++6ghNQjj8QTE+PjhhtsAHz8sZWYGC/jxgWdq3nz4ujTp47zz7cDcPrpfZg0qZLZswuAAElJJzJzZhH3318IyLn55lQuvriCCRMcFBUJ9O07hHnzdjBjRi7p6XIuvNBIbKwBozGRE080MWZMeBzrYxG5XEda2k3U1n7OhRd+gcczgNLSKGprtfTp4251/4DMJykcSEgcB1gsE7BYJoQ09rzmxl0SVnMkJJrw+ecWHnkknq+//o2oqDgMBinFrSfTbZJMfD4Z5eUiHk8ZHo+NP/5Qs3GjgNdbhsdTxgMPxPHaa0Y8HhseTxlvv23l//5PeeB5G6mpDiIiahHFAIKg5NZbSxk5sga/30VNTQUrVuj44w/weGxERVXx6KP7OflkNQbDYJKSRrNkSSInnpiJShWDXN5zndl6IiNPRamMQaf7C6NxBE8/ncDpp/fBbm9935oMFUGFg/ROt1NCQkJComcSH19FTEwtfn9vDIZBPWYVVaJ5uk3KwYgRI8RVq/4iaM/Bhyj6EUU/xcUBBMFPdLTvQA6rAplMiSAoDjyO7JsHAj5E0Xdgn+MvB7Yz2LXrFgoLFzF2bCnFxQZ+/rmUSZPWolBYj5gbW1HxLbm595GV9R5abcZRtFhCQqI7ox94LrJ9wXa4gZQEajZ/3sUWSRxrLF4chd0u45ZbNiOXmzAYsiWt2eOcUFMOuk2EFoKtWmWyoKMqk6mQydTI5ToUCiNJSWYSEyNQqWJQKiNRKs3I5TpkMlVI1YwymQK5XCM5s20gJmY6ouimrOxTkpJkXH55HAbDcH79VeCWWxJwu5u/G3a5cggqHEi5TBISEgep2fw5rgUP4qheLTmzEiFTrzokiiIrVyr5/Xc1anVfzOZRkjMr0UC3cmgluhcm02jU6l6Ulr7bsE2tjmXr1iH8/rsJp7P5YjGXaw8aTTIymfJomSohIXGM0JYuYxIS331nok+fbHbvrsXrtfHf/5bz1VdaDIZ0KUAl0QTJoZVoEUEQiIm5lIqK7/F4bA3b77xTw5o1cqxWFQ5HGfffH09+/kHnta4uV8qflZCQkJBoF1VVMoqKlIiij759CzjppDIUigQslpNJSMhGqTR2tYkS3RDJoZU4IrGxlwF+bLamrXGNRg1G4wi2bBnISy/FsXWrm0DAi9/vxu3e39AhzGZTsGWLBr+/C4yXaDdeb/ABEAgEWz67XFLBhYSEROfi88H48f2ZPTsWr7eK9PQUPvooguzs3sjluq42T6IbIzm0EkdEr89Gp8tqknZQj0ym4PTTE8nN9XPOObEEArUsWlQCBFCpEvD7ncyZE82UKZkEAnYCgTo+/tjC++9HHH4giU7F7we7/eDy3Jgx/XnllUhE0Yfb7WfAgIEsXBhBIFBHZaWHyMjhLFhgwedzUFbmIi1tCEuWGPD5qqmtdfPQQwns3i2Jl0tISHQcUYQ1a3QHisLt/Pvf2/n3v2uxWk9Gp0uXGiVIhITk0EockWDawXSqqn6lrm5fs2MSE5VotSlYLCeTmBhMTdDpslAoIrjuOg9vvmlDo0kGZLz+upnFi814PGX4/U7uuCORxx6Lb5iroEDZEBmU6Bg1NcGvtyjC8OED+Pe/Y/F4SvF4SklNdWI21+D31wIuxoypJDHRBcgwGBTcd18ho0cHUCojMZutPPlkESefLEOpjGXTJiPPPhvLrl11+HwO9u+X8e67ETgc0ulEQkKi7bz/fgSnnNKfX37xoVBEcu21mYwblyY5shJtolvJdq1eLXWN6Y7U1u5m5cpMzObxaLV9DihLqJDJVOj1g4iKmoJCYQZgz557yM9/kvHja5qV9vL5fJSV1WKxVOPzlXP99bFERLh46KEdAAwffhLDhztZsiQHQVDy0kuxDBlSy9ixbetW1tMoL5ezf7+KwYNdAFx2WTolJXK+/fZPRNHPq6+mkp6u5rzzDCgU5g5fKCor3SiVVUARCxaouOuu/qxZ8wu9e8vJyTFRUyNj0CAXMsnHlZCQaIaSEgUVFQr69q3C4XCwbFkG118fiV5v6WrTJLoZocp2SQ6tREhs23Y1dvtPiKIHUfQSCHgJBOoQRTeCoCIi4gyioy+mpORt3O79nHDC1pDnDgR8BAJ1BAIuli6F6Ohqxo0rxONx0avXRGbOzOO++3YhiirGjRvFTTeVcPXVFZ34attO/ZK+Xh9AoxGprJSzcaOOQYNqsVr92O1ytm/XkJ3tQq8PtDqfKEJ5uYKoKB8A27drWL9ex8UXVyCXw6pVOr791sL99xciij5uuSWFL7+MZMeOHxEE+OijBGpqzMycKTa0LO2simC/38+6dTVkZdnweAq4/fZevP9+Irm5v6PRaNiyxYDR6KdXL0+nHF9CQuLYQhRh1Kj+6HQevv9+LTpdFipVrNQYQaJZjkkdWonuS//+rzN6dB5jxhQydqyN8ePtnHRSLUOH/kFi4k04nRvYvv0qKiu/R68f0Ka5ZTIFCoUBlSqaa66JZvLk3lgs44mOPo3ycg/33ReBXj8IjyeRgQNrsViq8HhKKSx0cOutSeTltdzkIVyIIhQWKhvyUHftUjNlSiZ//aUlEKjjzz8VpKUNYcUKGV5vJRs2eJgypQ9r1njweGz89puPM87ox7p1Pvx+JytXqrniijRKSoLdp3/6yci0ab2x2RSIosgLL0SSnj6Y8nInHo+NL79UcsMNaTgcFXg8Nn74QcFLL0VTWVmB31/DddfZeeONMgyG4VgsJ3H99dnMnt0LrTYVpdLaqfI2crmcESNM6HS9sVhO4tFHY1i2rAqt1oTPZ+ff/45h2rRU/P5gJ78XXojh7bcjm7y34cLplLFpk7ahCPH//s/I7NnJDf+3fftU/PWXHp8vfMeUkJAIjb/+0hMIgN9v54knNvHaa9WYzSehVsdJzqxEh5EcWol2IwgyzOZRZGQ8zahReQwd+gcpKfeQlHRH2ObX6bRERlrRaBJISOjLsmVRXHHFYMzm8WzZksEHH0RRU1OJ3+9i9241a9boCLQeAG0Vj0fg66/NbN0aiZI+2gAAIABJREFUbIOck6OgX79BfPyxCo/Hhkplw+EI4HAE804zMwXmzSukf38jGk06I0fG8913ZYwZk4LROJQJE3rx2WcVDBsWgVxuwmaDbdtU2O12PB4b1dVOCgoEamoq8HrLGT++kiee2I9Gk4TBMJhZsyLYvLmC6OihmEwjueuuCCoqakhKOhmr9VTGj+/P5MkJaDTRyOW6Lr04xMdrOeusSIzGIVitpzF/vobnn69FJlPj9Vby6acGli9XH2hjbePUUzOYMyeuYf+2OLi5uSr++9847HY5ohjg/fcNjB2bRX5+8EYgL8/NJ59YEMXgsd59V83pp/ejrq4an8/B889bGT48C683+KFZu1bH8uWmsHyGJCQkDvLrrwZOP70fS5fKUSgiOPvsQWRnpyCTKbraNInjhFZTDgRBMAPvAXKgBrhEFEWPIAixwLeiKA49MG4xkAV8JYriIy1tawkp5UCiPVRX+1Cry3C59nD33Qm8+WYye/b8gk6nZc0aE3a7gtNOqwaCEmIKhYjVeriGmCjC//5nQqsNMGaMA5fLTUrKaG64IY85c3YgikreeKMPp58O/fppkcnUyGSaI7YAbg1RDCCKPkAAhANOaOPfj0+C8m4ewIPX6+bOO5X071/K9Ol78XgETjjhZP75z0JmzKjE74evvrIwcmQN8fFeduzQcPfdSdx/fz6DB9v58UcdF144jM8//4uxY6vIz49j48ZIJk0Cs1l1IN9bCYgEAl727vWzbZvIxIl2AgEXH32kYflyE/PnbwAC/OMfA1i+PIbt239GLlczf34a+fkannoqH4Bt2zQoFCKZme5mX5vPBy6XDKMx6BHb7XJMJr+USyzRI6mullFSoiQjw4XHU8HSpb24+uoIzOaYrjZN4hgibDm0giD8HdgliuL3giAsAL4RRfFzQRDeAkaKothPEISpwLmiKF4tCMIS4HEg+9Btoijuauk4kkMr0VEKC2vYtMnN2LEFeL2lXHzxIAoLNfzyy28IgozLLhtKUZGGn39ejyDIuPHGPni9Ml57bQ+i6GfEiGx6/z979x0eRbU+cPw7u9nd9E4IISEk9F6ll4iiAhbgKkpRUBG7Il6x8bteCypixYJigasiWECvXhVElN47KJ0AoSSQ3rPt/P6YENoSNr29n+fZJ9nZKWe2zLxzzjvnNMlm7tyteHgEsGdPI1q29MTX1xuDwbNWB5lVTSmF05nLyZPZTJniwfXXJ3DllYkcPuxF1679mTFjF6NGHePoUS/Gju3Eiy/u58orHTgcwVitgYSGemMweJXpM1LKQVpaPocPW2nVKgO7PY1nnw3hwAELX3yxFYARI7qSmmrijz82AUZGj24HwPz5B1DKSb9+7WjQoIB587ahlIP+/XsSFVXAvHl70TQTzz3XiKZN87njjhQAlizxp2FDK61b55f5PRSiOsjKOntBd/vtjVm3zpd161ZQr140Xl4xMoKkKDF3A9rL1vUrpT4452k94JSmaQPQa2sTC6fHAd8U/v8b0Afo5GLaeQGtpmkTgAkAjRo1ulxRhChWRIQPERE+QDBKKT7/PJf09Hx8fTuglI377isgJycXg8EHpaw0a5aL3e7Ebs9A04x8/XUisbEB+PsPwGAw0717Ve9R3aFpGkajD5GRPsyZAxCC02nH27uAdevSadAgGF/fUNq29WTbNgua1rncLzA0zUhwsA/BwT5AENCYGTP0QNfp7I9SVl55xUlmZgEWSxROp41+/XJRyo7DkY+mefDgg6fw8TFisURhMHjy4IO5BATkAhoORzYrV3pSUJBXNPLe+PHtGDo0kTfeSETTLNxzTyuuvz6D4cPTynXfhKgMM2bU56WXIvjrr2UEBBTw6KNOHnoonIYNe8joXqLCud3LgaZpPYGXgEHAYmAY8INSKq4wtWCGUmq7pmnXAJ2BZhdOU0q9eqn1Sw2tEKK2U8qBUnaUsuN02ti5U+HrayMyMp3MzEwGDmzB6NEJ3HPPEXJyzIwYcQVPPplUlDYjRHXz11+eBAY6aNAgi4MHrXz1VSyPPKKIiAjGaPSTli1RZuVWQ1u4smDgXeAfwFPAB0qp9HO+qNmAV+H/vug3m7maJoQQdZamGQt7nLBgNELnzmdeCcPbG3bsUCjVBIejASdOZKEUaFoaVmsKhw4F8fbbTXjyyURiYqQLNFH10tONXHVVS26++Thvv51GmzZtmD69ngSxokpcNsjUNM0MfAs8rZQ6AlwNPKhp2jKgo6ZpnwCb0VMKADoAhy8xTQghxCVomobBYMFkCqJdu0asX+/PDTe0x8+vC4cOhfPLL4FoWjJ2ezqbNln47rsgrFYJHkTlyc3V+OmnQJSy4+2dyGef7eKVVzwIDOyLxRImwayoMu7cFHY/8DKwvXDSTKXU14WvLStMOfAHVgJL0VMSegDqwmlKqYxLbUdSDoQQong2mwPIwGpN4rHHfPnmm3B2716Fj48PGRlmAgIcSDwhKtJrr4UzdWoE69atol27KCyWSOl6S1SoSh8pTNO0IGAgsEIplXipaZciAa0QQrjP4XCyd282jRodw2o9xqBBVxAebufLL49WddFELbN/vwWnU6Np01QyMnL4++9mXHNNBEaj1+UXFqKMyjWH1h1KqTTO9mpwyWlCCCHKzmg00Lq1P9Aah6M5t9+eg7e3Poqew6Fx/fW9uPfeZEaMkB4TROkpBcOGNaVp0ywWLEglIqIb0dHBVV0sIS4i7QRCCFHDGY0ePPRQABCAwxHBiRPpBAQ48fDQA9z0dF9ef705DzxwisaN5YYyUbz584P59ttg5s/filJ5vPOOkU6d6hEQ0BtNk/u7RfUk30whhKhFjEZvoqIiWLIkkNtvb4OfX1d27GjI7NmhpKZm4nDkkpTkQVKS1GcIXXa2ga+/DiY3V8PptFJQkENenp3MzCD8/btx003tiY5uKMGsqNbk2ymEELWUwWDGbK7HsGGxnDzppEePJmiaiTff9Kd9+7ZkZl48DLSoG06d8iA5Wb+o2bLFwj33xPDrr+B05nPnnd4sW+ZN48YdMJlCJJAVNYJcogshRB0QFGQCwrFYwnn44Tw6d07B2zsHqzWfiRPbExEBU6YUe++uqEEKCjRsNg1fX30Y2j//9CM42E6HDnmkp2s0bdqBZ5/dz2OPHaB7dxNLlvjSr18TTCZ/6XpL1Ehy2SWEEHVMq1ZejB8fRmBgHH5+PVDKG7u9oPCGslx+/DGQnBw5PVQnx4+b2LfPUvT8ueca8tZb9VHKidNp5eqrm/Hgg5E4nfk4HHl07Niaxx9vgN2ejs2WyoQJjXj//QCs1tP4+CQzY0Y8N93kib9/d0JCBnD11Y0wmwMkmBU1ltTQCiFEHaVpGmZzEF9+CU6nHzabN5s3JzFmTBNefXUP99+fiVJGNA3p37YSOJ1gKLyOmDmzHsnJJqZMOY5SVsaNa4qHh4P//ncDAAcONCQ01Indno7B4MnVV6cTHm4DPDAYDEyenERkpBOLJRIws3BhJo0bWwgM7IvB4MXDD8sFi6hdyq0f2rKSfmiFEKLqKQXLl+fSrFkCXl5H+PHHUF56qSXff3+Axo1tVV28WmP/fgu7d3tx443pADz1VCS//+7HunXrcDqtTJrUhoQEL779djNGoy9r19bHYvGmTx8jmmbBYDCjaWYZ1EDUepXeD60QQoiaT9MgLs4baIHTGUtYWCatWhUQFnYCq1Uxd24s8fH+/OtfJ/CQM8h5ztQPaZoesK5a5ccddyRjNMLcuSG8/34Yy5dvx2Cw8eWXIbz7biOOHVuCh4eTLl2MeHtb8fBogMkUwCefeGMweGIwXIOmaQwaVLX7JkR1J4cjIYQQLhkMJgYPDmHwYHA6r8RmS2P/fti0yYzTmYzT6c/Ro75ER1vrZEpCXp6G2awwGmHOnFAmT45ky5YNhIfn8uef4fzzn9EMGHCIBg0K8PIy0KiRFzk5ioAAX+6/38mdd6YQGNgNDw9P7rzTIr0JCFEGknIghBCiRKzWApzOJFJS4mnbticjR55i2rSkqi5WhcvP13A6wdtbsWaNL0OHNmPBgq10736a/ft9mDs3lokTU2nQwEJGhi+5uRYiIz3w8DBJeoAQpSQpB0IIISqE2WwBGhEaGsn06Tk0bZpBQcEpTp3y5pVXWvHPfyYRG1vzRiSz2cBm0/D2VjidsHhxAI0bF9CqVT7Hjpno2LEtr722lzFjjtCsWRpjx3rToEEgfn7RdOvmT48eZqAhAN7eVbsvQtQ10r4hhBCiVCwWA+PH+xEX14bAwL7s2dOUH34IxmpNxeHIYeNGb774IgS7vapLepbVejY34t13w/jxx0AAnE4HUVEdefHFetjt6djtKYwZE8vcuV5YraepV+8EjzySQJcunvj5dSY6uiczZ0bSqVMTzOZQDAZzVe2SEAIJaIUQQpQDDw9fhg9vyKlTGh06tMJg8GTBAguPPx6Fw3Eamy2Vf/87lM6dW+N0WlHKzhtv1OOWW5oUrePrr4N57bXwouc//BDIrFn1ip5/+WUI770XVvT8u++C+OKLkKLnkydHMnlyJEo5UMrJxIlRPPusXmOqlKJPn5bce28kdns6VutpPvkkmF9/tWC1nsbhyGTKlAQGD7ZhsUTh7d2clStT+Oc//fD3705w8ACmT4+mT58YzOYwjEYf6bNViGpEUg6EEEKUGy8vIxCG2RzGG2/kMWlSNv7+nXA48mjXTsNmS0MpB06nFYslHx8fE1braQBWrgxj0yZ/Jk7cCcDChRH89Zcf48b9DcBvv0Vw/LgnEyb8BcCXX0aTkmLi1lv3AKBUCKDhcGSh3x+Sj1KOwvVrjBp1gnr1PLBYojEafdmxw4qXVzCadjUGgwdPP33+vnTvXglvmBCiXMhNYUIIIaqUfh5yFtas2lHKAThxODQMBg1N0y7oAUChlMJuVxgMCqPRiKZ5FD6Ml1g/UqMqRA0kN4UJIYSoEfRA01gYjJ7NRb1cP7fu9oMrgawQtZ/k0AohhBBCiBpNAlohhBBCCFGjSUArhBBCCCFqNAlohRBCCCFEjSYBrRBCCCGEqNEkoBVCCCGEEDWaBLRCCCGEEKJGk4BWCCGEEELUaBLQCiGEEEKIGk0CWiGEEEIIUaNpZ8a4rmoGg0F5eXlVdTGEEEIIIUQ1kZubi1LqsuNXuzkSdsXz8vIiJyenqoshhBBCCCGqCU3Tct2ZT1IOhBBCCCFEjSYBrRBCCCGEqNHqfEBrtVo5fvx4VRfjPIcOHarqIgghhBCiguRZHVVdhFqnzge0TzzxBAkJCVVdjPP8+9//Zu/evVVdDFEMq9XK8uXL2b9/f1UXRQghRA1xPD2Pe7/YRNt/L+aXnSeruji1So0IaMeNG8eIESMAuO222xg3bhwAqamp+Pn5kZ+fXzTv//3f/9GrVy+GDRtGdnY248aNo2PHjnTt2pWPP/74vPWuXbuWsLAwevToAcDu3bu56aabil7funUrvXv3pl+/fjz//POXLN+l5rPZbPTp04cTJ05cctklS5YQFxdHz549mTdvHgAzZszgxRdfvOz7EhMTQ79+/ejVqxdr1qwpmj5nzhxeeuml8+aLi4srehw4cOCS60xPT6dHjx5FN+j99ttv9OrVi169evHJJ58UW54LlwWYO3duse+dK4cPHyYoKIg+ffpwww03cOLEiaJpZ/bh1VdfLZq/Y8eOLF++vNh13n///fTu3Zsrr7yS9PR0ABwOB4MGDeLw4cPFLtuxY8ei7S5ZsgSAESNGsHTpUsaNG1c0zR1z5swhJiaGK6+8kri4OI4ePepyP87M17dvX3r37s2RI0fc3gbod4V27Nix6HlaWhqDBw+ma9eu3HvvvZdcLj4+niFDhtC3b18ef/xxADIyMhg0aBDXXHMNw4YNw2q1lqgsQghRLYWHg6bpfyvB/A1HufqN5Szfd5qYUB8mzt/G1qNplbLtOkEpVS0e3t7e6lLGjh2rmjdvrpRSqmXLlmrs2LFKKaXmz5+vPDw81OLFi5VSSq1evVr1799fOZ1O9cEHH6g33nhDjR07Vq1cuVIlJyerhg0bqu3btxet97777lPp6elKKaUOHDighgwZovr371/0+oQJE1RSUpJSSqnWrVsXzXuhS8330ksvqbfeeuuS+2W321W7du1UZmamysvLU82bN1d5eXlKKaWefPJJdeTIkUsuq5RSTZo0UUoptWbNGhUeHq5sNptSSqnZs2erF1988aL53DF+/Hj1/fffFz0fPXq0ysnJUQUFBSomJqZEyy5cuFD17NlTPffcc25vXyml4uPj1VVXXaWUUurll19Ww4cPP2/auU6ePKlMJpN6+umnL7m+7du3q/HjxyullProo4/U9OnTlVJK3X777ap169YqPj7+kssmJyerW2+99aJtzp49Wyml1E8//aSeeuopt/ft3M9m3rx5avLkyS7349z55syZUzSfO+x2uxoyZIiKjo4umvbOO++oL7/8Uiml1MiRI9XGjRtdLnvLLbeotWvXKqWUGjFihPrzzz/V+++/r3777TellP6b+e9//+t2WYQQolqoX18p0P+eAWcfFcjpdCqllPrtr0R1z382qoTUHJWeY1Uv/vSXyrPaK3TbtQGQo9yII2tEDS2A2WwmJSUFk8lUNG3RokU8+OCDLFq0CIDFixczePBgNE3j2muvpVmzZkXzhoSEMGTIEFasWFE0LS8vj4CAAAD8/PxYsGDBedv86KOPCAsLw2azYbfb8fb2dlk2V/Pt37+ft956C6vVyqZNm1wul5WVha+vL35+fnh6emKxWMjLywOge/fubNu2za33pmfPnvj7+7Nnzx635j/j+++/54svvih6vmLFChYtWkR8fHxRysOXX36Jt7c32dnZ+Pr6XnJdrpbt2rUrL7/8conKdKFx48YVW/u6ePFi7r///otqSe+9915Onz4NQGBgIAcPHiQ7O5sdO3bQvHlzAKZOncoVV1xR7PbXr1/Phg0b6NWrF0OHDiUrK4vw8HDGjRvHvn37+Pjjj8+r1S+J5ORkfHx8it0P0L8nZrO56Pnw4cMvu+5Zs2bRuHHjouchISHs2rWL9PR0EhISiIqKcrncvn376Ny5MwBhYWFkZGTwwAMPMHDgQABOnz5NWFiY2/sohBDVQlLS+X8rgVKK9/88wIyleqvowNb1mXVHVyKDvAnwNjHl+tZ4moxk5NlISHWrZypRjBoT0Hbo0IGvv/6aDh06FE1bu3YtU6ZMYenSpQAkJSURHBwMQGxsLDfccMN56wgJCSlqbr5QWFgYFovF5Wtvvvkmo0aNOi+Yvtx8L7zwAk888QSjR4/mueeeY+vWrRfNHxgYSEBAAPPnz+e9994jLCyMoKAgQO+X90xw647i9s3hcBQ1mf/4449F04cNG8btt99e9PzZZ59l2rRpDB06lLvuuouTJ0+e99qZJmhXXC17qaCpJM7dr82bNxftx88//wzogeCoUaPQNI1Tp04VLffRRx9Rr149AMLDw4mOjubdd98lMTGxKIh1p3yxsbEsXryYNWvW0L59e2bPnl302h9//MGpU6dKHOB9+umndOvWjRdeeIE77rjjkvvx6aef0r59e7799lsmTpxYtPzChQuL/n/uuefOSyd54IEHMBqNREREnLfNPn36cOTIEWbMmEGrVq2KficXuvnmm3n++ef56aefWLRoEVdddVXRa2vXriUtLa0oRUcIIYRrSilevf5hpi/ey4kPik/Xu//LzYz5dD2nswoqqXS1U7UZWOFyOnfuzJw5cxg5ciTbt29nx44dJCcnc/PNN3P48GESEhLw9/cnOzsbgA0bNlxUs5eamkpkZGTRc6fTiVIKTbv0ABTr16/nl19+4ffffy+2fBfOt3XrVmbNmoWXlxfXX389K1eupFOnThct98MPP7B06VKmTJlyXrAUHx9/XvB+OampqZcMUoxGI8uWLbvsOk6cOMGoUaMAPQDauHEjN954I99//z3JycmMHTu2xMuW1bn71aVLl/M+B6fTybJlyzh27BhJSUksXrz4vAD9jPnz5zNs2DBuvPFGtmzZwuOPP85XX33l1vZjY2OLLmS6du16Xg3qfffdR7NmzZg+fTozZ850e5/uvvtupkyZwoIFC7j77rtZsmTJRftxZr6rr76aV155hZCQEJfrcjc/+fnnn+fDDz/E39+fN998k9mzZzNhwoSL5psyZQqrVq1i+vTpjB07tqhWPjU1lYcffviiVgwhhKhNVq9ejc1mw2Qy0bt3bz2/NikJ6teHxER9JhfTzl2uR89eTPlhJ/PaDeL2Lf/j+SUfAdMuuc0nrm3BqI/Xc8dnG3hleDs6RgVWwp7WPjWmhrZz585s3LixqDl08eLFPPPMMyxbtoxHHnmExYsX07t376KAY/ny5Zw7lG56ejq//vorAwYMKJp2xRVXnJeCcKHDhw/zwAMP8NVXXxVbO+tqvqZNmxIfHw/Apk2biI6OdrmsxWIhNDSU9u3b07dv36Lpy5Yto3v37pd7WwDYuHEjeXl5tGjRwq35LyUsLIzk5GSUUmzevJno6Gg2b97MtGnT+Oyzz0q8bHn48ssvi5q7L7R582a6du3KihUr+Oyzz4oCwQulpaWxc+dOQD/oFHcBc6Fnn32Wn376CYDvvvuODh06sHbtWsaPHw/o36vAwNIdfEJCQsjKyip2P3r06EFqamqZe1M48x44HA7Wr19f7HvQsWNHjh49yqRJkwC9R4dbbrmFV155pdw+VyGEqI5sNtt5f12mKriYdmZ+q9XKpG+2MW9DAg+u+ZoXlnyIAVU03+rVq1m2bBmrV68umtapURAzx3TmWFouQ99fzc0z10htbSnUmIC2cePGNG/evOiEunjx4qLgdMCAASxatIgbb7yR2NhYevXqxcqVK7nzzjsBePjhh7nuuuuYNm0aLVu2LFrn+PHjeeedd8jNdZ278uSTT5Kamsro0aOJi4tj7969/Pzzz8yZM+ey87388ss89NBDdO/enZycHIYMGeJyWdBrxaZPn170fN68eQwYMACj0Vjse+JwOOjfvz+TJ0/mhx9+uOz8F7owh3batGkMHz6czp07065dOzp06MADDzxARkYGN9xwA3FxcWRkZPDmm2+yatWq89blallXpk6d6lZu8ObNm+nXrx8bNmzgnXfeKZp2pmn9zjvvPO870Lt3b1asWIGeP35+Du2YMWP4448/8PPz48MPP+Spp55yuc3U1NSiQPWMSZMmMXXqVNq2bYvFYmHs2LH07NkTk8lEr169mD17dlEqxi233HLZ/QI9laBfv35MnDiRF198sdj9AHjsscd46623ip67k0N7oaeffpoJEyYQEBBAamoqI0eO5O+//2bKlCkXzTt9+nQmTZpUlDP+6aefsmXLFqZOnUpcXBxff/11ibcvhBB1gaZp9IgN4alBLXli5RdcWHVwUcBcKK5FGGufvornbmiNr6cHIT76fRNrD6aw6XAqGXk2RPG0c0+cVcnHx0ed291TZdmxYwcnT57k2muvdWv+Xbt2ceLECa655poSb8vdZV977TUmT55c4vXXBJ999hnDhg0ryhWuTd54441i84yFEEJUAldpAue2Sp2Je1xMOzc9Ly4uzu3lvvv1DxJznLQN9dCXc3f9xci3Oej+8tKiYLa+v4Xm9f3oHhPMQwOaFbtsbaJpWq5Syuey89X1gLakcnJyiu5Mr8xla4vL9ZZQk9XmfRNCiBrDzSC0vALa9YdSGD97HUaDxmv9vLjmqivdX/9lHEvLZV9SFvuSstmXlMX+pGyGdmrI3X1iilrySpJGVxO5G9DWmJvCqouyBKR1PZgFanXAV5v3TQghxMW+WHeE53/8i1BPjUc7e2I2lm9wGRnkTWSQNwNa1r/otR+3n+C7zceYOrQdjUJcdytal0hAK4QQQghRAk40plzzAF/9sIsrW9Tj5sgcfEwVWFOqFGQnwem9kJEAyknDI2nEHD3BR+98x1VtG3Fl/wFooS3AWDdDu3Lba03TAoD5gBHIAW4FZgKtgZ+VUi8Vs7gQQgghRI1gQGFUDh6Ia8Lj17Rg5Yrih18vEaUg5QAcWQ3HNupB7Ol9UJBx3mxdga4aoAF/6w9l8kYLbw8RnaBhF4iNA9965Ve2aqw8w/jRwJtKqSWaps0EbgOMSqmemqZ9pmlaM6VU2foeEkIIIYSoIruOZ2CoF0Pr0/G8sORDtN/c74O8WFlJ8PcPcHgVHF0LOXovPXiHQFhraHcz1GsBoc0gKAaMZ7sSVUrx4ZId7Nm6iqda5dEgZw9s+Q+snwloenDbbCA0u0b/31CyHpFqinILaJVSH5zztB4wBni78PlvQB9AAlohhBBC1Dj/3Xacyd/toMPVE/hm3tMXdclVYkrBkTWw8RPY/SM47RDQCJpcBdG9ILo3hDQ5/+YyFzTgvpsj2dClBw1iCwfhcTogcQfs/x32/wYrpsPyaeAZqAe1EZ0goqP+NyDqstuoCco90ULTtJ5AEHAYOF44ORXo7GLeCcAE4Lyx6oUQQgghqgOHZuC1fnfw0fxtdGsczAdvvVqm9WlOGw1OLoEPnoLTu8EzALrdC13GQb3mpVunptG9MJjdeDiV9YdSeGhAYeDa/wnITYWDf8ChZXByG6yZoQfQAF7BUL8N1G9b+LcN1GsJ5pp1o1m5BrSapgUD7wL/ACYBZ4bq8sXFIA5KqVnALNC77SrPsgghhBBClEW22YuHbnySZU26MqZHI/51fRvM92dcfsFLMFnTabvrVQIyd0ODjnDje9D2H+UaPP684yRz1hzG5lBMvLqZ3q2Xd7CettDuZn0mWz6c+gtObIWT2yHpbz1NwVY40JRmgOAmFwe6gY2qbW1ued4UZga+BZ5WSh3RNG0zeprBOqADsLe8tiWEEEIIUdEsdisOg4Gpi95j9Ku/lm1lJ7bRZfPjmGyZ/N3qcVrf+q/yKeQF/nV9a7KBb6tRAAAgAElEQVTy7byzdD8bD6fy0tC2xNa7oFtJk6d+01jDLmenOZ2QFg9JfxU+dunB7t8/nJ3H7Hc2uK3fGuq30/+3VH23leU2sIKmafcDLwPbCyfNRq+lXQoMAnoopS55WVNTBlYQQgghRDVWDgMr7DxtZ9SgvoT4eaLQ81RLNCDDhfPt+Bb++xD5Rh92tX2GbL8mbg2sUFpOp+KrDUeZtmgPBTYnvzzah6ZhfqVbWUE2nNqt1+ieG+zmnwnpNAhpCg3aQ4MO0LArNOpRbjefVfrACkqpmejddJ1biB+BgcBrxQWzQgghhBBVzakUvxyysWC/jVOm/bwIZb/5a4AFFtwNUT3YHHU/NnNgOZS0eAaDxpge0VzTpj4LtxynSWEN7ZajaexLzCI+JYfDyTkcTs7llq6RjO8bS3J2AU8v3EmIj5kwPwttGgbQITKQ8ABfiLpCf5yhFGQeh8SdcHKHXpObsAF2LdBf960PrYdC2+EQ2Q0MF2WdlrsK7X1XKZUGfFOR2xBCCCGEKAulFL/9ncSLq/M4lq3o0cDIM4NblW2lZmC4F7QwQeexMPh1bKvWlEt53RXm58l9/ZsAkJCay6iP15Fvc2I2GogK9iIm1IfWEf4A5BTYSUjNZXtCOsnZBTgLK6Rfu7k9I7pGkZxdwK7jGXSIDCTIxwwBkfqjxaCzG8xN1W88+2shbJ4DGz4C/0hoPwJ6Pazn8laQujmchBBCCCFEoU9XxfPSz7up761xXwcL3cONeJnL0GSechDG+0CIAX7Jg+feqfKbqer5Wfji7u6E+3sSEeiF0XB+eaJDfFg0sR8AeVYHf5/MZMexdLrH6EHoqv3JTPx6GwBRwV60jwykQ2QAN3eJItinsKcq72C9VrbtcMjPhL2/6rW2q9/WuyfrMxG6318hPSiUWw5tWUkOrRBCCCHKzM182US/UBL9Quh4ch+p2QX8/ncSIVkHigK9uLi4EufeAsRFOuC7OyE1Db7Ng8OO4nNta4jsAjs7EtLZfiyDHcfS2XEsg+Ppeax7+irCAzz5fusxVu1PoW+zUG7qGKH3rnDGqd2w9AXY+wv4hsOVT0PHMW4N01vpObRCCCGEECUWHg5JSVC/PiQmVsomEzPyGTnyZepnpTBv/jME+5gZcUUUy5YdLP1KlSLy2I+wfA7UawXTjkF69ag0LA++Fg96NQ2lV9PQomkp2QVFtbOnMgtYvu8UC7YcY1tCOv+6vjWGM7XAYa1g5Dw4shZ+fw5+ehTWfgCDp0Ns/3IpX8Vn6QohhBCidgsP12suw8NLPl9S0vl/gdWrV7Ns2TJWr15d7kU9mZHHbbPWctoniCdWfF72m74Ag8NKyz0zaHrwM2gxGO7+rVYFs5cS4mspqom9t38TNj57NXf1jmHOmsM8uWAHDucF70F0T7hrMdw6FxwF8PmN8N3dkFX2CxkJaCtSWX7gQgghRE3hIigty3w2m+28v+XlpF8It81aR3K2lf988y+6nNhT9pVmnqTjtmcJT/qD+MYjYcQX1aJf1qqgaRr/d30rHr2qGQu3HmdbQrqrmaDV9fDAOuj/FOz+Cd7tCutmgsNe6m1LQFuR3L3qdPdAIIQQQoizSlgh9HLcXaRmW/n87m7lE8we2wyz4vDJOcquNk9xpPFtldJFVXWmaRqPDWzO4ol96RIdBOi9SFzE5KXn0j6wFhp1h0VPwaw4vaeEUqjb73oVqKirTiGEEKJSVKdWxRJWCL302wfMm9CDzo2Cyr7t9iaYPQg8zGzpPI3kej3Lvs5a5MxADr/9lcjtn27Aane6njGkCYz+Tq/ZjugAXqX7bCSgLS/V6QcuhBCi8tS147+bQWR558GWdn02h5O3e48k2+xFQEEObRsGlK0gGjDQAsO8IKob3LOMHN/GpV5dReYLVwc5VjurDiTz6q/F1IhrGrS+EW56v9Tdm0lAW14kbaDuqWsnMSGEa3L8d6m8WyRLu76pP+/m7T6jWR3doeyFyEuDUd7QywIbrHD79+ATUqZV1vaW22GdIhnXqzGfrY5n0a6K68VCAlohSktOYkLUPXIhW6Ms2HyMOWsOM37D91y7f13ZVnZ6H3x8FcQY4ac8+DUfjKbyKWgt98zgVnSIDOCJ77ZzNCW3QrYhAW1pyAGt7nHzM6/tTUdC1HlV1NwuSm5X/SY88/1OesaG8NSy2WVbWTMP+OQqyM+A/+TCltpZm1pRzB4G3hvVGQ1Y/FfF1NJKQFsaUjNX91RxVzNCiApWzhUVciyoWgp45toHCfEx896oTnioS9yQ5I7eZhjpBUGNYcIySHCUTyHrmKhgb36f1J97+sVWyPplpDAh6pIqGJFHiBrhEt0s2mw2TCYTvXv3rqKCidLQgJnfv0LGngOE+FpKtxJrLgz3gnYm2GWDZxeD2btcy1nXhPl7ArDzWAansvK5qlX9clu3BLRCVLBqdVKU1gUh3L6wK+9a1mp1LKjFEn1DqJ+dQsOs0zSM8C/VOiz5p2H2ddDWA5bmwyqrBLPlRCnF1F/+ZntCBu+P7sSAluUT1ErKgRAVTJoehahmqujCztWxoNrn2tawe0bsDie3jnqFxwc/Vup1+Gfspsvmf0LKIZifpwezotxomsa7IzvTJMyH8f/ZxFfrj5bLeiWgFaK2qmEnIiHqomof5NawVp3vtx7nSFAEg/aV7r2rn/gHHbdNwe7hBeN/h32lH4pVXFo9PwtfT+hJ/+b1eOb7nUxfvMf1aGIlIAGtEBeqLYFgDTsRCVFmLn674a+Hoz2vEf56zfk9V/sgt5qyO5y89+cB2iYe4OoDG0q2sFLwx1Ra7XmHjIDWbOn8OoS1rJiCCgB8LB58fEdXRnaL4nByLmWMZyWHVoiL1LFAUPL6RK3h4reblJN03t+aSlKXLm/h1uMcScnlk1VfUaKxpozAgvGw6ztOhl/Nvub3oQxV279sXTkuexgNvDysHXanwmAo3QhhZ0gNbTVVE2sVRAVwt7a4DLXKcqIUQgA1vnXq+y3HadvQn6sOlqB21luDO7xh13dw1XPsbfFQlQezULeOy5qmYTKWPRyVGtrLqaJujmpLrYJwLfz1cJJykqjvU5/EfxbzvXK3triO1SoLISqgFq+GH0f+c1c3kjLz0R5xc4EQgz6Mrb8GN8+GtsNh2bKKLKKoQBLQXk4N/4GL6snVBYu7J6e60hQlRHHkd1C3avGKY9cM2A1GPD0MRAW72bVW/Eq42wecCubkwkvDK7aQosJJQCtENeHuyamiT2ISKIiaQII5ccbCtlfxZt/RLEzPIyLQ6/ILbPsKfnwEsp3wVS6kl/FuJFEtSA7tuWp4/pAQ5UECBVHtyLFZXEKm2Zt3e91Kvew0GgR4Xn6BKy3ww/0Q3Qs+zalRwaz0dFE8CWjPJekFQghR/cix2W1uBz01/CJBKcXCLccYcM9HHAsI44kVn6Npxdwlb0QfxrafBTrdDmMWQEGlFbdcSGVD8STlQAhxWTUyDaGKbugUoiq5HfTU8IuExX8lMumb7XTMTOKzBc/TPvHApWfOSdZ7MmjkAb/nw3Pv6sG8qFUkoBVCXFaNrBmo4SdsIcpLjbwgPYfN4eRISg4bE+14e2i0CTUysHU4H4zuzHXtb8BAMWkDp/fBV7dAAyN8mwt/2yWYraUkoBVCCCFqsRp5QQrM31PArmQHSUsWYXPoQaufGd7o743RoDG4XQMoLphtbIRPrwajGf6TC8cdlVNwUSUkoK1B3O67VLitptdciEKSXiBEjZfnYeGXzccY2qkhAP4WjRAvA0O6RNM8zI+sY3tp4GvAbHSjhrWDCW7wBN9wGP0NTI6p4NKLqlZ3A9oaeAKUwRbKX02tuRAXcDO9QC4Kqz+5yKx70jz9mNVtOPM6Xkv6t9up52cBYHCMmcExEBfXCoBlWcXkyZ5ht8J1FuhugUN2eOY38AqsyOKLaqLCeznQNO1TTdPWapo2paK3Bbh/56bk1wlR58hFYfUnF5l1h83h5JOVh+h/78d81H04vY7s4Jt7e9K3WWjpVpieALMH6cHsugKYmyvBbB1SoQGtpmnDAaNSqicQq2las3LdgKvgVQJVIUQJhL8ejva8Rvjr5dR9UQ3vDkmIyqIUzF1/lI4n9vLr7Ef44L+v0i0muPjuty6lqQd81BdO74VvcmFxATjLv8yi+qrolIM44JvC/38D+gD7z7yoadoEYAKAyWQqWshVs6DbTYX1659NJShmfa7mq4xpJpOpqDmtuPnq+9QvKnNx01w1z7n7/rk7zd1tuGwqdJHa4Wq+skxztyyuprn7eZTl83U1zdVn6W5ZKrrM7u5DdfpOubuvrt53V8qyH2VZX3WfVt6/v7L8JstyLC3v43VZjgVVNa2qzncJTdrwcrsbeX3jXHw8DCy8vxdBr98GyaV7/2gYBi0yoK8F/BvCiM9hRm+gnMpczt+V8v4c4+PjOXLkCNHR0cTE6HnC7v7WXB5L3TxnV8a5vaQqOqD1AY4X/p8KdD73RaXULGAWgI+PT7HDdbhsKnSV++puPqy7y5bzNJcflIv5XAXtrqa5ap5z9V6VZZq723DZVOiixtzVfGWZ5nZZXHD38yjL5+tqmqvP0t2yVHSZ3d2H6vSdcndf3f1dlWU/3D0GlffvtDKmleVzK+/fZFmOpeV9vC7LsaCqplXF+e6PPUlMHPMGCjj47mTaA0E+5tK9fznJsGEWPOwNefnQcQwMeR1MXuV7DC/n70p5f44xMTFFgewZbv/+XB1L3TxnV8a5vaQqOqDNBs4MrOyLmykOrg5A7tasuLu+2sLlVaFwSW4wEVWlvI9ptYX8JusGh1Px9u/7ePePA7Ru4M/MMZ2JDvEp3cpSDsLa92DbV2DPh+aDoPcj+lC2ok6r6IB2M3qawTqgA7C3tCuqzUFpWcgJQYjyVxnBphzTRF3xyi+7+WRVPCO6RvLCTW3xNBlLtgKnEw79ARs+hn2LwWiC9rdCr4ehXouKKbSocSo6oP0BWKlpWgQwCOhRwdursRxOxSu/7OauPjFEBHpdfgEhqliV1TC6ymkrZ+7WqEoLiRA6pRSrD6Sw/1QWiRn5nMzIZ0DLMIZ2asidfWJoEe7HLV2jSrbSvHTYPk8PZFMPgk896PdPuGI8+MlNl+J8FRrQKqUyNU2LAwYCrymlMipyezXN3sQsVu4/zfi+sexJzOSrDUf5ZlMCU4e144YOEVVdvGpJAojqo8pqGKuo32i3857LQNIQRE1kczh5YO4Wlvyt51OajQbCAzxpHxkAQMNAr5IFs9mnYM27sPFTsOVAZDeIexpa3wgelorYBVELVPjACkqpNM72dCCAIyk5zFh6gIVbj+Fn8eAfnSNpExHAL4/0ZeLX23h43lb+3HOKf9/UBn9PCdzOJSkWojaTNARRE5mMBur7W5gypBXDOjUk2Mdcuq63Mk/A6hmweQ44CqDtP6DngxDRqdzLLGqfujtSWBXYm5jF0wt3sOVoOmYPA/f0jeX+/k30uzyBxqE+fHdfT9794wDv/XmApKx85o6XLI3SkJpcIYSoOFn5Nqb+vJvbe0bTJiKAl4a2K/3K0hNg1Vuw9QtwOqDDbdBnEoQ2Lb8Ci1pPAtoKtmLfaZxKEdcijHp+FgrsTp68riXDOjUkPMDzovk9jAYeG9icfs3r4WHQr3Azcm2cysqnWX2/yi5+jSU1uUIIUTEOnc5m7OwNHE/Lo02EP20iAkq3otR4WPUmbJunP+84Cvo8BsExxS8nhAsS0FaQXKudl37ezVfrjzK4XThxLcII9jHz8yN93Vq+S3RQ0f8frjjIR8sPcusVjXhsYDPC/C4OhGsjd2tZJe9Q1Gby/RbVyZ7ETMZ8sgGlFN/c25OujYNLvpLk/bDyDdjxDRg8oMs46P0oBJbwpjEhziEBbQXYlpDOY19v43BKDvf2i2XSNc3LtL7xfWLIszr4ct0R/rvtOHf0bMyYHo2IDPIupxJXT+7WskreoajNasv3W9KAar6Dp7O5bdY6LB4G5o7vQdOwErYantoNK6bDroXg4Qnd79O73vJvUDEFFnWKBLTlbMvRNG75cC31/Sx8Nb4HPZuElHmdIb4W/n1Da+7sEsxnSzaxdOUKCk5F8NzQjmA0owwmNM8AMLg1boUQFUZqE8WlSBpQzRcV5M2Qdg24t18TGoWUoELl5A49kN39I5h89IEQej4MvvUqrrCidMp5WN/KJAFtOUnPtRLobaZjZCCTBjZnTI9oArxK8aHa8uHEVkhYB0fXQ1o85KZCXirRTjvPA5iBeOAtfRENyPeqj2fXMdBxdLntkxAlVVtqE4UQZ607lELTMF9CfS1MHebmzV9OJxz6Ux+edt8isPhDvyegxwPgXYo0BeE2twNLV316l/OwvpVJAtoySs2x8tqiPfy6K5Glj/cn1NfCg1eW8M7MvHTY9Jn+oz+xFRxWfXpIM30UlKgQ8A7RDwJewXo/fA4bOKwkpGTyv83xtM7bSr9Vb6GtfIPleDMbG99Q+jGRhahIVX0lX9NJTbioDLlWOzOWHuCTlYe4vn0D3r7Nje6zclNh21z9nJZ6SD93XfksdJsAXoEVX2jhfmBZRX16VxQJaEvJ4VTM23CU6Yv3kl1g567ejUs+nF/mCVj3AWyaDdZsaNhVzylq1AOiuoNP6GVXEQUMaJ/FoHdW8PAVvjxWbzPhS//FbLx4BQts/AQ6jy3dTlYiCXDqFncPuPK9cE1qwkVFW/J3Ev/+8S+Op+dxc5dI/m9I6+IXOL0XVr8DuxaAPR+iehQOhnCTDIYgKoUEtKVQYHdwz+ebWbHvND1ig3nhprY0L0mXWsn79R/+9vmgHHrn0b0fhfDS9ePXItyPW7pE8cHmY/xj0n20WPo4/TDyIhbCf34c1s1kmPLge+x6fkI1VNVNFaLiuFub6Go++V4IUfnmbTjK0wt30ry+L9/c25NuMcWkCCTu0vNj//4vmLz0rre63g3hbSuvwEIgAW2pmAwGooO9eWloW0Z3b+T+iCgJG/RAds/P+hVrl3HQ6yEIalzmMk26pjk/7zzJqgPJoMEKHPRXuaiRv8Dv/2Yh3qzFzkRVUOZtCVES7tYmSq2jEFUnz+ogKTOfxqE+DGnfgDyrg9t7RmMyXuJm4+ObYcUbsPdnMPvp/cf2fNCtlkUhKoIEtCVQYHeQmmOlQYAXLw518+rT6YT9i/VA9uha8AzUE+O7TSjXOzzr+3uycvKVBPmYGb2ocKIGtBgETQdy94vevICFNXjDny/rZRBC1Bquargl11ZcjlKK/+04yau/7sHX4sGvj/bF39PEXX1cDG7gsOsB7LqZheezAD2toPu94BV08fyi2qgL6VsS0LqpwO7ggS+3sCcxiyWT+uFtvsxbZy+And/q41In74WAKLhuGnQaAxbfCinjmSF0Tc4obFrC2fQCowefaTa+UzZm4MnY5dNg/xKaKQP7NWeFlEUIUblc1XCXd623q5Oiq6C5Lpw8azqlFDuOZfDSz3+z8XAarRv489wNrTEYXLQ45qXDls9hw8eQcRQCG8E1U6HzHeDpX/mFFyVWF9K3JKB1g9Xu5MG5W1m65xRTh7UtPpjNz4DNc/Qr2KyTUL8dDP8E2gwFY8Uf3FfuP01EwUxOmV8kz7j+vNcyNRhHPmNvngc/PcpWfHhM5fOx9IYgRJ1RlppcVydFV0FzXTh5VpacAjsJabkcTcklIS2PQC8T/+gSCcDk77ZzJCWXUF8LTcJ8aRrmS5sIf5rUc11pkm9zYHU48fc0sXJ/Mnd8toEQHzOvDG/HiK5RGM8NZrMS9Z539vwCh5aBowCi+8B1r+gtf4YS3gQtRAWTgPYy/rvtOLNWHOKvE5m8cFMbRnePdj1j6iHY+Kl+FVuQCTH94ab3ockAcDfHthz0iA3BpiUQZBtHnmGT65naDIWobqx+sxmz8OJaPKAgCywlHPVF1DjZBXYW70okyMdE4xAfokN8zj+JiVrP3ZpcSVeofHlWB4dTcmjVQK/1HPXxOtYcTDlvnq7RQUUBbVa+HadS7DqRwS+7TqIUDGnfgPdHdQZgwOvL0DTwsXhgNhr460QmE/rF8tjA5lzROJiXhrblhg4Rep/p1hw4vkVPJdi3SM+RBb02tutd+s1eDdpX3pshaoXKbK2RgNaFU1n5hPl5AvDHnlPk2xy8c1tHburY8PwZnQ7YvwQ2fgwHfgfNqHdR0vsRiHCjv74KYDIaSDPNIcz6f/g6rrv0jP4RXEcuj2FmGhb4ZCDcNrdyyijNkZVOKcUP247zyi97OJV19sbA7f+6hgBvEws2H2PVgWQCvEz4e5kI9DIR5GPipg4NXTdBilpPbtKreIkZ+Ww5msaOYxlsPJzKjmPp+Fo82DxlIAaDxqB2DejTLJRGwd40CvYmKsibQO+zx82ZY7oU/Z9vcxCfnFN0gaqUomvjIHIKHORY7eRaHdzSNZJ+zUMhLx2v1EOM8T4AyzbD0XWQuFPvdQegYRcYMAVaDIGwVpVaKSNql8psrZGA9hzH0nJ5bdFe/rfjBL882peW4f5MHdYOH7Px/J4M0hNgx3y9Njb9KPiGQ/+n9F4LqsGY1P5+h8lL20aw7W62J6TTIcp1Z9ZKgzexsk05WJqdCB9fyUBlZInmqNDySXNk5dt0JI3Hvt5Oh6hAZozshMmokZCaR0DhyfHg6Ww2HUklPddGVr4dAD9PD4Z10muCJn2zjY2HU2lSz5cnr2tZVIMkhChentXBsbRcjqXlcSwtl6OpuTx+TQs8TUZmr47noxWH8DBotIsM4O4+sfSIDUYVLnt7j0u0CLrgaTLqv0unEzKOoWUc57VWJ/XUt6yTkHkSTsfD14cg95xaX5O3HsD2eUzv/zzqCrnBS9RIEtCiN8POXHaAj1fGY9BgQr8mBBfeYOVrKXyLCrL1cai3z4P4lYCCxn1h4AvQ8vpKyY91V+ITiaRkFzDio7UcT8+7ZEB7xh+aA+75E+aP5tf8dJ5UBbyBtZJKKypKfHIOexMzua5tA65oHMznd3WjT9PQohrXLuecKydf15LJ17UE9EFDMvNsZBfYi17vGh2M3aFYczCZYR+sZto/2l/cYiFEHZacXcDOYxkcPJ3N9e0jCA/w5OuNR3lywc7z5jN7GBjeOZJWDfwZ1b0RQ9o3oEW4HxaPEuakOh1wajcc36T3bZ56qPARr+e7nstoBr9wvYvIVjdAcCwEN9H/hjarVucvIUqrzge0doeT62es5HBKLkM7RjD5upZEBHpBXhocXKPnFB3foifF23L0A0Lc09B+BAS76NakmgjxtbBoYr9L9yF4oeAYuPs3Fr4Sxut40hED2PL0jrJFjeF0KpbvO82cNYdZvu80PmYjPZuEEuBlol9z97qJMxo0gnzMRb1mYMtjVBMro0LTyIhNYtbaROZ/s5OAjM7EtWuiD8nsGVCBeyVE9ZVvc/DR8kN8sOwABXa915joEB/CAzzp1CiIJ65tQWSQF5FB3kQFeRHqaym6qIwO8XF/Q3npen5rwno4tkk/L9ly9Nc8PPXgNKQpNBuo/x/QSA9i/SP0GldJGxC1XK0IaJVSpOfaOJ6ex/H0PE6k56EU9G9R76K7PR1OxeYjafy59xT/vKYFHo48/tXFRqx2msZqG/z2tp5LlHrw7EIhTaH9LdD+Nn1Y2hpyYDgTzC7ccoxQ6z9JNr0Bmrr0AhZfRpDHMzh4EQt8di3cWjl5taLs1h1K4akFOzickkuYn4XHrm7OyO5R+g0f7sg+DUm7IOkvOPW3XvuTfhRyk4tmCQCeADADfxY+APwaQP02hY+2+qNeSzC4eUElRA2UU2Bn8IyVHEnJZUj7Bozt2ZimYb5FLXzN6/uVbBTJcxVk67mth1dA/Ao4uR2UEwwe+qiSnUbrw6VHdoWgGPmtiTqv2gS0kX6Kna8PwmAw6g+jB96eZqLqBYPJE7vBjIfZG2Uwkp5TwKmMbPzMBiL8TOQVFPDjxiN44MSAE18cGDQn7PKDEE/yrTbiT2VgdFrJy0rH35nLGC0PttjAmsGAM4XQDHoNbFhr/Y7Ohl30m7u8im+yr+5Sc6z4OOKwa4mkm74sfmYNXsbKDuXkp5RDMCuOgOaTyAhsUzmFFSWyLykLDWhW34/6/p6E+lqYdE0LrmsTjtmjmBOc06FfuB1dC0dW66PYZSedfd23vn4zSKvrISBSr+0JiNSn23L17unyM8jLSmXBim0MCE4hIvugfuJ1FKareAZCdC+I7g2N++gnYenqR9QCaTlWgnzM+Fg8GNapId0aB9OraTmMkJVyEPYt1gfjObJG/y0ZTBB5BfSbDDF99fOStJwJcZFqE9B6aE48c0+inE405QClMJkVZGlgz8eam4NGAUYU/krDB4N+pWoy4aUZuNXLgFYYCBuMHnpwmu8BiR447WBILyAfExbvAAICowgNDcXoFQA+9aBecwhtrjfTeFiq+q0od3f3ieHJRW8TYL8Nm3bMrWX+p9nhnj9g/kg6bP8/DjS9hxMRxfSacCn160NSkv5XlIpSquimxKMpuZzOLuB4eh7z1h9l7aEUhrRrwPujOxMT6sN39/e69IpyU2H3T7Dnf3rNT0GmPj0wGmKvhAYdztayujl8ZVJyDl+sbsyUvVnc2CGC50Y2I6QgAU5s0wPlw6tg7y/6zBZ//WQc1U0/QTfsoqcrVJD0XCu/7z7F3ycyubd/LPX9PStsW6JuyLXa+eDPg3yy6hDf3deLtg0DmHh189Kv0G7Vfyf7f9MD2TMtg6Et9NG3mgyAqB5g9i6fHRCiFqs2Ae3hTCPN/rWt6LnTqfR8JLNeozNvVTyHk3OwOxy0jwqiY1Sg3pRj0NCA4k5V3kBTp8KplPs5pbWIpmmkmmZiUhEE2x5iX1KWe81g9ZrD+KWkfTyc5vs/xCfnCPTvV7JatkTp+qc0bA4ny/ee5vttxzl4KptFE/sB8NTCHUX9UjYM9OLJ61py6xVRl15RXhrs+eN7fDYAACAASURBVBn++l7PA3fa9ebJdjdDo14Q3VOveS2lxqE+/PRwH2YuO8h7f+5n1YFknruhNTd2uA2t40h9pswTcHg1HF0DCRthxXS96RT0C8nGfSG2v/63jAFuWo6Vn3eeZPFfiaw9mILdqTAZNR4e0BSAj1cc4uedJ2nb0J+YUF9iQr2JCfWlcYj3+T2ZCHEOpRSLdiXy4v/+5kRGPsM7NSTMr5SVH1mJhbWwv+m/SWs2GC167Wv3+6D5NXpLoRCiRKpNQHshg0HDy3w2cLrb1bjSJWA0aBipwycszU6y+TUa5M9gxb7T7ud1eQWys92zxB76nEYJP8CCu2HYRxVb1houNcfKwdPZxCfncDg5h8MpOVzXtgE3dojA6VQkZeXTIMB1k+HexCzmrj/C/3acJDXHSrCPmVu6nA04HxvYnHv62Qn0MtGuYQAeF16gOZ1wchsc/EN/JKzXg9jAaOj1MLQZBuHtyzUP3Oxh4NGrm3Fd23AmL9jBvA1HubFDxNkZ/CMKc9Bv0Z8XZMOJLXBso15TvONr2PQpoOlpCTH9oFFPPV/dzZriMw6ezmbKD7uICfXhnn6xXNcqhHb+eRiy9kFyJq2zD5FvPUzatjQSbFZO4GCL0cmkAbFomsahLA2TdyCRDcLRPAP0YT09A/TaZYs/GKvtIVNUEKUU93y+md93J9Ey3I93RnbiisYlvPBKO6y3juz+Sf9NAvg3hHa3QPNr9e+8uQQ3iAkhLiJH5zrEoaVxwvN+xvfNKtmCmpFDTe7EZgqkyV9zIC8NXwXZdfj64FynMvPJzLfTNMyXjDwbXV5agiq8987DoBEV7E3PJnpgticxi8EzVhIT6kPX6CByrQ6OpubyyvB2tG0YwPaEdL7emMDVreszvFND+jWvd16rwkUnUluengt7fLOeB3toGeSl6q+Ft9eD2FY3QETnCr+ZsUW4Hwvv70Vmng1N0ziWlsuMpft5eEAzooLPaTK1+Oon8Bi91hmHTb9jO345HFoOG2bB2vf014Kb6IFtRCfwDtEDTEthoOlhQeWlsXrHfrLTTnFdrJku2afY3v4Q/vkn0P5OgPUnztYGA70LHwCce6/cMv1P7OV20uyrB7bnBrqe/npOo9NJZm4eiWnZnMrIIbfAhtlioWN0GIF+3mTbDWTbNMwWT8xmCxaLBQ+TBc3srd+F7hWs//UOBt8w6TmiCiilSEjNY83BZDYcTmXaP9pjMhr+n737Do+yWBs4/JvdVNIroZfQSwhFNIYSmko7KKKIFcvBip+KBRQLYtejHuuR4xG7IhZURJAOQlABQ++EDqEnIT278/0x2SSbAgkk7CY893Xtld152+zubPbZeZ93hkuah9KzZTg3XNy49I/I8pzcC+u+gQ0z4NBaUxYVA30mQptB5loNOSsgRJWRgPYCY1enAFi95wR1bPFkWpdVeNu9ja8iOuYS+PFeFuDHIJ3J0dONmlCL2e2aX9Yd5J0F29mSkk5C6wg+vrU7Qb6evHhVR+oG+dAszI+GIb5OX4DhAV5MHNyWFTuPMX/zYYJ9PWkUWqcwAP5HbH2u6BhFoE8ZIxPYbXB0qwleHbeUDaYHFiCgvuntie5rcmL9KzZMV1VyDPkFsGZvKj8mHeD71fsZeVEj7uvbouyeaasnNL7Y3Ho/CnnZppd5zwrTm7V1NiSVPdqGAno4HmwBpSwEBTYw03U262n+BjYwF3Z6FwShPkEmMLV6mjx8x1/g5IljLFu/g78272L7vgPUsWfQp6k3o2KC0dmpLF23gxBLFr72DHzST+F9cj8Bajs+Oodsu+J4ej5WLDT29MK7jhW7LQ//w3vgsA1LVha+udl4YsODfDzPNIGJXwSEtYTwFuZvZNtqzzu+UOXk25jx934+XJrMtsPmf2RkgDcHTmbRJMyPO3qe8aeOkZsBG3+CNV8WjVfesDtc9pwZr9yNh3oUoqaTgPYCUXJe9jfnbSMs90HyvPeRZ9ld8R3FjoI6obT/8hp+pw6X6cxqqrH7+mPnMZ77ZRPr9qfSJiqAxwe14dLoolPj13VvXO62kQE+3NGzeblfkD6eVnw8raA1pO4rFryuNkFervmyxTsIGnSG+P8zva8NuphT+25kcEw9ujUN4d2F2/nqzz18+eceYhsF88M9po/0s8Rd2OyawTH1iSiej+jpY3plG19iHmttZjrKToXsNHIzTjB39VaWbtpPloc/gy9uT/8u7bD4hZkeznNICwgOj2JwQhSDE+JJzcpj1e7jhPp5Q6Ng0rLyGJ+4hINp2YU/QADu79uChy5rjSXfzu8r9zKgXd0yL0BLT8tma0o6qVl5pGXlk5qZS3pmFvf3aoBP3knenvknKzfvpHVgLheH5XJJ0HH8Tu2CzbOchk4jNNoM1dTwIjOzU1RH6ek7Ryt3neCx79bRrl4gk/7RnvgWYURH+Fc8r/pAkpkCff0PxcYrHw8xIyWIFaIET09P8vLy8PSs2gk9lNbu0cPm5+enMzIyXF2NC8bh9Gy6Pv8tdnWKg94PYn8mCwA1qegfuH7atI1FixYVliUkJAAQ/4wHM6lDHprI0b9C0x5lrlcbfbZiN/9ZtINxl7ViWGyDwrnTz0nmcZNXuv/voiA247BZZvUyQUuDrkW30OgaNe7kvhOZ/LB6P14eFu7sHQ3AkLeXsn5/Gl5WixnD89KmxJ5hVjswM6Bd/uYSBnWI4onB7ZyD4fNAa43Nrsm3a3JtdjwtFqd8/7O15VA6S7YeYdmOo/y+zQSwN8U14emh7c3FfYfWm1mh9q00+ceOYdb8o6BFfzOgfnQfSVWogNSsPN5buB1vDwsPXdYarTUrd5+gW5OQigex+blm9sg/p5gzCZ51oMPVZsjHxnHyI0OISjhd/KCUytRanzHJ/IwBrVJqHuX35O7TWt94poNUhAS055/vU52IzH2OTOsSDj/3CkqpCge0apKilbYwA1/aKi+4/AUWZbUu/CdemwJam13zzoLtNAr1ZXiXhuTZ7Njs2vSkno3iea+O2/GdRcvDWxcErgU9r3U71Mrh5LTW7DiSwWeJu/h21T4ycm2MG9CKsf1akpmbz7FTuUQGeuPtYeVwejY/rzlYeHHovhOZNAypvUMZHTiZxX+X7iQiwJt7Elpgt2s2HUqjff2CYFVrSN1rTmtvnwvbF0BOKiir6dlu0R9aXmaGYJPAqlCezc5Xf+7hjblbOZmVx6jujXnhqo6V28nRbbD2G1j9KZw6ZEYN6T7GBLI1fMxyIVylKgLaipybe0lrPa+sBUqpK5VSQcDXgBXIAEZqrXOVUv8D2gG/aK2fq8BxxHmWbV3LSY/PCcm/mdnrDzGwY71Kbb9V2blYZ5DW6h8w+zHa1O3D1lZ3Y7fWnuDrcHo2D3ydxPIdxxjVvTHDuzTE02qhUrFsxlEzRM/eP03wenijc95rgy7Q+aaCiTxiL5geNqUULSL9mTSsAw9f3prvVu0rvHhuxc5j3PbxSgBC/bzIzrORb9P0bRNJs3C/Wh3MAtQP9jU9swV+25jCXZ+vokeLcO7pE01c8zBUcGMzW1TnG8CWb3ptt/1mAtz5k8wtoD606FeQW93vgh7PdPWeEzwyfQ07jmQQ1zyMiUPaFv1AOJO0A7D+O1g33czYhTKva/e3zY+HGnS2RIjaqipyaG8AXtdaz1VKvQ9coZTyAKxa6zil1EdKqZZa621VcCxRxdI8viFfpXBZ+4VnXrkM6QoY+TkseZWoRS/gl7GHje0ertpKusjv247ywLQkTuXk8crVMVzTrRLjtaYdgE0zzSnJ3cvMlfbF814bdDW5r4GV+xFRWwX4eDI6vijXsE1UIK9cHUNKWjYp6dnk2zRjejWnWfiFObRRfIswxg9sw4dLk7n+v38Q2yiYexKi6d+2LhaLMnnDTeLMrf/TkHYQts8zwe3GH+Hvz8DDF1r2h7b/ML23tbw38URGLn/tOk5EgDedG4cQ4O2BRSk+vLkb/dpGnjm1IPO4+fyu+9ZMEII2o21c/gK0Hy6fXSGqUFXk1VYk5aD/6XpotdYzij3+FngNuB6YrbWepZS6DvDVWk893XEk5eD8K5lecDA1i0avN8FmOVJYBuWnHBTfFmDdt6/QdtMbWG3ZqA7DoccDJvezBtp+OJ0BbyyhRYQ/797QpWLj9mYeN704a7+BfX+asog2ZtistkOhbkfpyRHnJDvPxvRV+/hgsZlRatHDCWceRsqWZ35UbfrZ/Mg6dchMp9q8t2mXrQe7ZESM6nDsVA7/XZrMvE0pbC8YrWBE14a8dk0nwHnWvTLlZsCWX83neNtcsOdBWAvoeK2ZjCQs+nw8DSFEMVWZclDRA8YBIVrrFUqpfwL7CxYdB7qUs80YYAyAl5dXVVVFnAWbXXPjh38QmTuRQ96PolVOpfdxLLw7f3Z/h4b7fqLx1tmw/ltoMQB6PAhNLq1RuXwtIgN4c2QsA9rVpY7XaT4m+blm3vU1X5vZf+x5ENke+j5pesIizmFaTCFK8PG0ctMlTRh1USP2ncjCw2ohO8/G4z+s485e0bSOKuOHl9UTmieY28BXzYVlm34yAe7P/wc/P2AuYnL88Ao+zcxzbkxrzfX//YNth9Pp0TKCqzo3oHuzUDo2KEorKDOYteXBjoUmnWDzL2aUgoB6ZurZjteYKaFr0P8uIS5UVRLQKqVCgbeBqwuKTgGOASf9gTK7ELTWU4ApYHpoq6Iu4uxYLYqJQ9oxemo6YXljOer52lntJ9c7jJ3Rt9L4+jfhrw9hxX/g40EmyIu5xlwFHFz+sFau9t8lO+nSJISuTUIYFtug/BWPbIFVn8Car8xEBn6R5guw03U1tlda1BweVgtNC9IvNh1MY97GFGb8bcb7fbB/KyLLGDYMMGcIGnU3twGTzTjGjhms5kwwt4YXmVPq7a90u6HgSjqZmcsXf+zh9h7N8PG08vQ/2lE30IfoCP/Tb2i3mXGO139npoXOOm5y1zuOMEFsk0srN8W3EMLlzjmgVUp5AdOBCVprx4CmqzDjna8AOgFbzvU4ovr1aR3JSY/PCMm/hXx16Myn507HNwR6PQJx90HSl6YHc94z5tY4znxxtLoCgiqRl1rNpi5L5vlZmxjVvTFdm4SUXiEvy8z6s/oT2JNoTtu2GWQu6GreR6ZFFS7RuXEIix/pw1sLtvFZ4m6m/bWXbk1C+fT27qcfiUMpiOpgbn0mwLEdsHGGGUvVEdw2joN2V0LrgRDS5Pw9qdPIzbezaMthZiTtZ96mw+Tm22lbL4C+beo6jQddSn4OJC8xvdOOsX09fM1z63iNucirFo4mIsSFoiq+gW/HpBQ8oZR6AngfmAEsVUrVBwYCl1TBcUQVKznZAkCax3Q8dX2C8q/jf78nV3yGnPJ4+sJFt5vb8eSiK4V/GWduQY3NhSyN40yvSFhLl+SZTl+5l0k/b+SydnWZPKzo6nLsdtizHNZOgw0/mqGRQqNhwLPQ6fpak3soarYQPy+eHtqeW+Ka8t3qfew5nlkYzD45Yz1eHhZuvKTJ6S+qC4uGnuPM7eg203O5/nuY/Zi5RbY3wV/rQebiKBd8To+k53DZG4s5kZlHmJ8X13dvzKjujctOtdDaDIfnmFJ5+3zITTezxLW8DNoOMX+9K5AfL4RwexW5KGw6UN63dpLW+oFytgsBBgBLtNaHzlQRuSjMPahJCjT42QZwaOIs/L09WLhwYWFP7ekuCqvwxApam6GrkpfA7uWmtzPDXIiGh48Z1zEsGkKbm78B9cEvDOqEg184eFXtle6z1h3kvi9XE98inA9v6Ya31WLqt+5bE3yn7gVPP5Nf2PlGaNpDcupEjTH2q7+Zvf4geTZN71YRjL60Kb1bRZjRESri2A5zodSWX82PO20H/7pmKLDWg6BZ72odDmzPsUxW7znBlZ1NCtALszZxSfNQeraMwLPkBXGp+83/FcctbZ8pdwxf1naoqa9nOSkZQgi3U2UTK5wvEtC6h5KBamZuPle+MZfLmnjSLcqjagLakrQ2X5p7V8CRzXBsJxzfYXp0bWVcnOZZB4IamauPw5qbv6HR5pRoQP0KnfrPzrPhZbVgsSgm/byBvbt38m5cGt57lsLORWaqVWWF6L5m+so2g6o8kBbifDmcls2Xf+7hiz/2cCQ9h0evaM09CS0qv6PM4+bq/y2zino8PXzNDGWtB0LLyyGg7pn3UwHHTuXw9oLtfPHHbnw9rSRO6Iefd4nPdnqKCbKTl5he2ONm9AfqhEHTntCsl7kYLrS5/AgVooY676MciNopI8dGvh3eScphZGtNtUwAphSEtzC34uw2SNtvvrQyj6IzjpBxIoW0YwcJyzuI9/GdZqzN4kGvspigNqihuXn5gcXD3KyeHMvMZ+f+FI4eTeGS+lZCVCYTTx3BmroHfgZ8Q81wRs16Q5vB4B9ZDU9YiPMrMtCHB/q34p6EFszecIhuBTni8zam8EniLq7q3IDL20eVDhhLqhMKnUaaW34u7P69qPd2yyyzToNuRakJkW0rHUgePZXD1GXJfLJ8N1l5Nq7t1ogH+rXALzsFdq+HA0lwMAkO/G1+eAJ4BUDTeJPa1Kw3RLaTIfKEuMBID61wUlbP69wFC/lgTQ6rUmx8NeYSLmkeVrU9tGWw2TVbU9IJ8vWkfrAv6/enctP//uBEZh4AnlbFFR3qMa5fNE29TsKx7XByr0kPSN1n7qftg7wstD2fvNxcbLZ8lD2fTHzI9woiIDgM38Aw8Ak2M3Q1T5CxYsUF5ec1B3h59mb2ncjC19PKFR2iuO6iRnRvFlq5C0K1hpT1RcHtgdWmvE64GYs5orW5hbcyIydYPc1FlVZPsHqRn5tNeuoxQixZHDmSwgvfr6B3ZDZ9I04SmL7T5PTmphccTEF4S6gXaz63DbubnF65KFOIWkl6aEWV8bQobu/ozb70LP7v67+ZdX/PKj9Gns3O79uPsnr3CVbvOcGavamcysnnoQGtuL9fS+oH+3JFhyha1Q2gaZgfS7cd5Ye/9zF+YBsIbkxyfhj77B2xBCkUgIIIf29a1g0g32bn0hcXEBLgyXXdGzO8cwMi/WTcYyGGdqrPkJh6rNx9gu9X72fmmgOs3H2cxQ/3QSnIybfh7VGB4auUMsPVRXWE3o+amcq2zjZj3h7Zasakzk4td3MPwDGuSATwhgdmBPO8+mYs59jrTRBbt705hlzIJYQoQXpohZOo16IKRz449LC5lm/ZsmXk5eWxP1PxTbIHb1/XmSbvFP1YcvTQOtbz9PQkPj6+zP1rrTmekcuBk9msP5CKn7cH/+hUnzybnY7PzCHPpmkTFUDXJiF0aRzCxc1DqRfkW+a+8mz2wotCRk/9k0Vbjjgtrx/kw9LH+mK1KA6mZhEV6HP2w5AJcQHIyrWx+3gGbaICycm30euVhbSqG0B0hD/NI/xoHu5P23oBhPlXcngrreFUihm/OeMItrxcViYfZuGG/WTl5NAsMpAurZsR06KJOWPiE2QuPPMJrJ4nKoSoMeSiMFEtHGPTlpVycCa3fPQniTuPkZtvLyzr2TKcz26/GID1+1NpHuF3+pm5yrHjyCmOZ+SiNdi1xtGsuzYJwctDUgiEqKzUrDzemr+NP5KPkXwkg4xcGwAPX9aK+/q2JCffxraUU7SvH1jpH4ofLt3Jc79somuTEMYPbMNFTUOr4ykIIWqBGhvQpqSkMGLECJYuXVrmeqtXr+bRRx8lKyuL4cOHM27cuPNcU3EqJ5+mzz5Guscv5Fq2lBvQnszM5dU5Wxg/sA0BPp68v2gHJ7NyqRfoQ1SQD62jAmkaVkd6TYVwc1prDqfnsOPIKRoE+9IkzI/Z6w9y1+eraRnpz1VdGjCoQz2alPN5Ts3M48c1+6kf5Ev/dnVJz84jcccxBrSrK59/IcRp1ciAdt++fYwaNYrDhw+zevXqMteLj4/n66+/pmHDhsTHx/PFF1/QrFmz81zbC1tqVh7tn/0UUBz0vh/bM6dKrbP7WAa3fvwX+45n8dHoi+jR8jQz+AghapyTmbnMXHuQGX/vZ+XuEwDUDfRm5tieRAR4k5qVx7p9qUxftZfZ6w+Rk2/nmq4NefWaTi6uuRCiJqmRF4VZrVamTZvGsGHDAEhJSWH06NGkpqYydOhQJkyYwPHjx2nUqBEAYWFhpKWlubLKF6QgX0+OeL1CVM4r1M/+D0/9uJ4rOzegS2NzWceq3cf556ersGvN53dcTPdmcjpRiNomuI4XN17ShBsvacKeY5ks3naEjQdSCfc3F1xO+nkD36/eT6CPByMvasS13RrRoUGQi2sthKit3CqgDQx0vgDgxRdfZOTIkYwePZqLL76YMWPGEB8fzzvvvENoaCi7du0iJibGRbW9sOVatpLi9SQBtoF8szKMjBwbXRqHsHDzYe78fBX1g3z4aPRFNI/wd3VVhRDVrHFYHW4Ka+JUNrBDPfq0jmRAu7qF0/AKIUR1cauAtqQtW7aQmJjIxx9/TEZGBgcOHOCDDz5g4cKFPPXUUzz22GOSf+Uidf3qkpKxjuDAw6wc+zwZOfkAtI4KoH/bSJ67siOhMjSWEBesAe2qZsYwIYSoCLcOaFu3bs2wYcPo06cPn3/+OaGhoVitVlq3bg3ADTfc4OIaXrgcQ3o5+BfMMFQ/2Jf3bujqiioJIYQQ4gLl1uMZjR8/ntdee434+Hhmz55N3brmF//EiRN5+eWXpXdWCCGEEEK41ygHMg6tEEIIIYRwqOgoB27dQyuEEEIIIcSZSEArhBBCCCFqNLe5KCwrKws/vzP2KAshhBBCiAtHnYqs5DYBbZcuXVi5cqWrqyGEEEIIIdyEUmpVRdaTlAMhhBBCCFGjSUB7thIT4cUXzd9qtmvXrirf586dO6t8n0IIIYQQriAB7dlITITeveHxx6Ffv2oNal9++WVWr159zvs5ePAg8+bNIz09HYD333+fJUuWnPN+hRBCCCFcrUYFtC1atKjwus888wyLFi0qfPzAAw+c1TGTkpJISkpyLly0CPLyzP2cHPO4HJWpc0m7du1i7969DB8+vFLbpaSk0LNnz8LHW7duZeTIkSxbtozevXuTm5vLiy++yFtvvYXdbj+rum3atIlhw4YVPv7777+Jj4+nV69eTJo0qbA8Ly+PHj16cODAAQDmzp1LQkICcXFxfPXVVwD8/vvvtGjRgoSEBPr16weYHuR+/foRGxvL5MmTAVi9ejX9+/cnPj6ef/3rX071GTp0aOn3qZg9e/aQkJBA3759GTNmDMXHX16/fj0DBgw4q9dBCCGEEK5XrReFKaWCgK8BK5ABjNRa51bnMcvz5ptvntV2jiApNja2qLBTp6L7WkOvXudStXJ99tln3HvvveUuv/POO9myZUvh4759+zJ27FhuueUWik9SsXbtWqZOnUp0dDTr1q0jOTmZ1q1b069fP5YtW+YU/FbEjh07eOSRRzh16lRh2X/+8x9++OEHIiMjad++PQ888ABBQUG88sorjBgxgvr162Oz2Rg3bhzLli3D09OTTp06cdVVV/Hnn3/y9ttvM3DgwML9vfPOOzz77LPEx8fTo0cP7rrrLsaOHcvXX39Nw4YNiY+PZ/jw4TRr1owvvviC6Oho5/eohA8++ID333+ftm3bMnDgQNatW0dMTAxaax566CHyHD9QhBBCCFHjVPcoBzcAr2ut5yql3geuAH4qc80tWyAhwbns2mvhnnsgMxMGDYL9+wvXeWbXLvI6dmRpaippx48zOzAQb6W4ZuNGbFqjgQS73ay/dy8JHTuyqCDgybbbGb15M/vCwwlu3pxvnnsO+9ixjNiwgQybjRa+vkxt04YJ9erxw99/Q04Onz34IPM7dSLHbmf02rUcABoGBjI1LQ2vefNIGDyYiwICWJuRwZyYGFN/RxA9bx489xxdV60i0tMTL4uFQ7m53DpuHCuSk0nbsoWUjRvp7O/POy1bFj79HRERtH3ySZg2jWcee4w8rc3zzc9ndkwMH/z0E4SHw8cfm9uCBaT99hvTgGE7d5rXrU4dRhw+TP5tt/HL8eOc2LePFkeOgFJc8sYbLF26lJ5//AEzZzq/9r6+8Ouv5v7kyTB/fuGigNxcvouM5HJHwYQJfLBlC1x7LXl2O/nJydS5+262TZrEG2+8waNt2rDys89o4euL/+7dBAwdCq1a4e3tTVZWFiveeYdvjx3jcbud26OiuK9BA8Jyc1nbsiUtWrQgZ9Mmgq++muNJSTS66SYAwg4fJi0tjePHjzPu9tu5OyqKhQsX0ickxNSpXz948klzf+BAns/KgmXLADi2ejXh06dDTAxTp06lz/btzDl+3Ln9lWx7JY0ebW5Hj8KIEaWX3303jBwJe/dCQZ2djBsHQ4eadn/nnaWXT5wI/ftDUhKUdXbhhRfg0kth+XKT+lLSm29CbGxh2yvlgw+gdWv4+Wco0dsNwGefQaNGMG0avP9+6eXffuvc9kqaNQvq1IH33oNvvim93HFW47XXKtX2AAgLg+++M/cnTCid8tOwIXz+ubn/wAPmNSyuVSuYMsXcHzMGtm51Xh4bW/TZvfFG2LfPeXlcnMmfB7j6ajh2zHl5ibZHVpbz8iFD4OGHzf2S//NA2p60PXNf2l7p5dL2zP3a3PbOQbWmHGit39Nazy14GAEcrsr9b09JYcmSJQwfMoQFJ04w5eBBhoSFsTA2Fk+lyt1uyoEDdPL35/eXX+bqq69m/bZtHMzJYWyDBszr1Ild2dmk5Oby4u23M378eMbfeivzC3pl/3vwIB2AxUDLYcP4qEEDmDKFFWlpxAUGFgWzDtnZ8NVXkJZGpt3O9PbtWZuRwZdt2/LHmjUAjIiPZ1nnziRnZ7OqIMe1zOeblcWS2FiGh4ez4MSJMtcJ9PAgyKP075RTNhvfHDlCEx8fHK+Mr68vWSUbXQnDhg0j4aOPSEhKIiEpiSkHDhDp5YW31Vrm+q/v28f1kZF4JKEi1AAAIABJREFUWiw8++yzPPLII9zQpg1P79pFclYWQVYrXx8+zDsbNhAZGUlISAi3tm7NkthYEjt35v0DBziWl8cVTZqwYsUK3nrrLfpGReGhFPGBgbyzfz9fpqSwKy2NmJgY3njjDa5p0IA769fn05QUfjp69LTPZ9rhw7SvU4f6QUEcO3aMzz//nIcbNjztNkIIIYRwc1rrar8BccD8MsrHACuBlY0bN9ZnEh0dXXj/6aef1jNnztRaaz116lQ9depUfeedd+oFCxZorbUeP368XrhwYeH6vXv3Lrx/991363nz5mmttbbb7dput+vk5GR95ZVX6quvvlrHxMTo5ORkp30X33Zup05ad+mif/31V33/sGFag+7aqFHpCs+eraNNUoLWvr66d+fOhXVJTk7Wt9xyi77lllv05s2bC+v87bffFm5+11136fT09HKf75gxY3Tv3r0Lb5MmTSrz+RZ344036hUrVmittZ41a5b+4osvylyvIkoeY8WKFbpXr146NzdXa611+/btdWZmptZa6/fee0//+9//1tnZ2fqXX37R0dHResmSJVprrbOzswv3cdVVV+mVK1fqESNGaLvdrrXWeuzYsXrOnDk6Pz9fz507V8fFxenPPvtMa6314MGD9aZNmwqfz4MPPlhufXfs2KG7deumT548qbXW+o477ih8Lcp7vYQQQgjhOsBKXYFYs9ovClNKhQJvA7eVEUxP0Vp301p3i4iIqPS+S84s1rhxYzZs2ABw2guE2rRpw19//QXACy+8wIcffsj//vc/RowYwVdffeW0X19fXzIzMx31pX3btqzYuBHi4lixYgXtBw6EPn3wP3QIiveuJic7n3LJyYGTJ8usz59//llY5+jo6MLyQYMG8Z3jFEMZz/eDDz5g0aJFhbennnqqzP3ffffdhSManDx5kuDgYABmzJjBZZddVu7rVBm7du3innvu4csvv8TT0xMwF8QlJycDsHLlSpo0aYK3tzfh4eHExMTQs2dPtNb06NGDU6dOkZKSwt9//1243d69e8nOzmb16tUopbBarbRu3RqAG264ofAYjiHIHMcoy4kTJxg1ahQfffQRQUFBACxevJjHHnuMhIQEkpKSmDhxYpW8FkIIIYQ4v6r7ojAvYDowQWu9+7QrVzKHll27zOn8hAQTSL77LmPCwrhmwwa+nTiRPK1hwYLCHFqSkgq3/afNxi1btpDwxReEtWrFF08/zZ/vvss9r7/OfwpyOPZfdRVNX32VAQMGcO3AgXwxYQIvNmvGHRYLo/Py6PXRRzTq0YPHZ84EDw9YuBA6doSmTU191q2DgsAOALsdDh82dUhKguuug3r1ICiImVOm8J+77qK71UrsbbdBYCAAQz79lJEPP8zAnByTrzNjBgQHw6FDZp9DhpSfz5OUVJhD+2i9etw0dCgKuCw0lNZ33snvqalEDB5MeHj42efzOEyYwGP/+x/H09O5oX17AD7o1YsXXnqJ++67j4yNG2lmtzN4+3Z44w0mrl3L+wWBtFKKcYGBdI6MxN9q5dXGjQkaNoxJDRqQkJDAkSNHGBIWRt/nnoPnn2fi5s28HBWFevxxePFFHn30Ue7o0oXns7KoY7Hwffv2LPjoIzY2asR9juc0cCAvbdjAnpQUxhZcADdp1Ci2OnKIEhJIAJ77/fei9iW5ZJJLBpLHKG3Pebm0PWl70vbcNoe2ui8Kux3oAjyhlHoCeF9rPe1sd7b94osL7z/TtCm0aQPA6FGjCt/ohcWvdC8IroDCC8IAfK1WvmnXzunD1Ss4mPUXXVTqmKGhocz74IOiD9eBA3wFJnh95hnw8oK2bVkUHg579kBGhnmjvbzg88/ZHhUFkybBnDksiox0qsvHL73E6Bdf5OWuXWn6++9m/2vWmFEUAgNRSvH6668z7+WXzfMtMDoq6oyvVfHn2yw8nN87d3Za/mdaGk8//fQZ93PaYxQbrmxau3bOCwMDoV07FixYUOrD9VtMTGHQDnBddDTX2WxOmw9u1ozBP/5oHhT7cH1S8J471K9fn1nx8U4frr4hIfQt1lYAXm7enJebNy8qKNYTDs6vlxBCCCFqFqWLjcfpSt26ddMrV650dTXObPRo8yssJQWKX3g2bZrpdQVT/vPPMHhw0fLhw+G338yvovr1i8pzcswvxt0FHdhWq/l1NmFCtT8VIYQQQgh3ppRapbXudqb1atTECm5hxQq45BLnYBZg586iMosF1q51Xv7aa2YyhuKBqtZw220mmHVs6+VVdne8EEIIIYQoU3WnHFRcRXJoSzrf+Tz5+Wbd3FxT1+L5PNOnm6DUjGlgHg8c6JzPExUFn35q8msDA6FDB/jyS3NKfckSk7LQvHlR0Cv5POa+5JKVXi65ZOa+tL3Sy6XtSdsDaXvS9pyX15S2dw7cJ6CtCdLSzN9i+Z+FAgNN7uvJk+bCrbLWadzYXNC1ZQv4+cHixXDLLSYdYe1aE9CWMYasEEIIIYQon+TQVsZTT8Hzz0NqKvj7n/0+Jk829y0WMzpCr16wYwe0aAFTp5pfwEIIIYQQF7iK5tC6T3dgTUg5WLPGnBYYMsQsP5vTH3v2OK+zbJkJkF97zTx+5pmiUxly+sPcl1NvpZfLqTdzX9pe6eXS9qTtgbQ9aXvOy2tK2zsHclFYRWltxpctK5WgMoKDTc8smHFqHW+sUuDtbcbWFUIIIYQQFSYpBxW1fr0Ze/aTT+Dmm89tX4mJ5pdaQoL51ePQq5cJbBcvPrf9CyGEEELUAjUv5cDdrVhh/l5yybnvKy7OOZB1aNpUglkhhBBCiEpynx7agAC9smtX50J3yucZONAcJz6+aHlV5/Ps2mXGpHX01Eo+j7kvuWSll0sumbkvba/0cml70vZA2p60PeflNaXtlUF6aM9WWlrR0Fsly881f/ZMfHzM35ycovtCCCGEEOK03KeH1h1yaBMToWdPsNnMBVsLFkCPHibADQkxv5omTqy+4y9cCH37ml9mfftW33GEEEIIIWqAmtdD6w7Ddm3bZoJZMNPUDh1qLgJbssSUffKJOZXhUNWnPxwjHNxzj5lVTE5/mPty6q30cjn1Zu5L2yu9XNqetD2Qtidtz3l5TWl758B9Alp3kJpadF8p00s7bFhR2c6dEBBQfakH3t7mb8mGIIQQQgghyiUpBw7ffWd+cT76qMmfTUiAbt3Mr4YZM8w6Vqv55TRhQvXVo2lTk/bw2WfVdwwhhBBCiBqg5qUcuFJuLjz2GLRvb6a29Sj2sjz6KMyZY9bx8iq7q7wqNW1qRjsQQgghhBAV4j49tK4ctmvCBHjpJTNxQmho0XJHPs8nn8CkSabntni6QXXk82zeDCdOmHwVyecx9yWXrPRyySUz96XtlV4ubU/aHkjbk7bnvLymtL0ySA9tRR0/bhpfSIhzMFtcp07QuPH5qY+Pj+kNttvPz/GEEEIIIWo49+mhdVUO7YMPwltvmV8zHTue/+OX9Mkn5hfwtm3QooWrayOEEEII4TIV7aF1n4DWFSkHF19suv579y67R9QVpz9OnoQ1ayAmxpySkNMfcupNTr05L5e2J21P2p60PWl7zstrS9srQ0UDWsuZVqi10tJMo7LbYdky89gd+Pqav44xaYUQQgghxGm5Tw/t+U45eOYZc6EXnJ/huCoqP98EtY8+akZcEEIIIYS4QEkP7Znk55u/Fsv5GY6rojw8zCkPGbpLCCGEEKJC3GeUg/M99e2aNWZUg3HjoHnzsntnXZXPc+KEya/Zu1fyeUByySSXzHm5tD1pe9L2pO2dqe09+qi5JqX4cJvS9sx9d25758B9AtrzKTvbNPTrrzcfii1bXF0jZz4+ZjgxIYQQQlSc3Q4//QR//20eK2VGDAoLg1Wr4PvvnSdPSksrCnwdtm6FPXuKgmHHOn/9ZYK1kts5AuY//oAVK0ywZ7OZM8EnT0Jqqlln61bw9zejGBXfv6gS1Z5Dq5T6H9AO+EVrXcbPdeOsc2gTE82vnoQE8wuiIl54AZ54AnbuhGbNKn/M6jZ5Mjz1lPmF4+Pj6toIIYTrVfR//bmsdz62PR/7q+rj1oSyadNMILl4sekhPpPQUJNumJICWpv0w/79TYA5Y4YJSK1W6N7dBKo2m1mnXTvz3bxzp9kOTK8tmJ7ryrBaTa/xbbeZwLukc3lNyuKq9+ccucXECkqp4YBVax2nlPpIKdVSa72tyg6QmAh9+hRNSztzpmmQp3tBtYZPP4WePd0zmAUz/S2YX3CtWrm0KkJUG3f7QqxI2bJlpqxHD7joItMblJgIS5eadbp0MWV//mnKe/WC+Hjw9ja9Q0uWuMfzOJ9lPXqYMb4zMuD33015166mTGtzanTlSvPatW9vXr+1a00PW6dO0LYtrF8PjzwCeXng6WlO2XboABs3mvSxzp3N/jZsgPvvL1rvvffMPtatM71rnTqZ/6lJSWa68/x801v34osmoJgwoWjb1183wydu3Gjeu3btIDraHO/ZZ4vWe/hh8zxee80EPR4e5oLjTp1g+3Zz7NjYonHON2wwz81R5/Xr4f/+r2h/b71l6jJ2bFHZu++addetg9WrzesXE2PWW7vW1K9bN3NMMGUrV5o22qmTWW/NGtMuY2PNc0lKMuOw5+WZOj/3nKn/008XvS4PP2zKXn+9qGzMGFP24YdFQd/Ikeb+t98Wld1zjzmN/sYb5hhWK1x5pemtnD/fvM8Wi/l8WK3mM+TYdvBg8/fnn4vKrr/eHP/TT4uCy969IT3dPFdHcHnppXDHHWb2z9xc8/o9/7z57P30k1lPKZNqaLPBoUNmO7vdtJGsrKJrbPLzzWtrsxWtk51t4g3H8ZQq+s4+dqxo/5dfbp7/jz8WPdcRI0ydfvzRrGezmbq+/z5cdpn5P9G9O0RFwW+/mVP4+flm2169zHNdtaooAL/0UtPLO3u22ZfjufbsaYL6pCTzuWrVyqRpOD4bVqvpaT5woGh/YCaY8vKCw4eLnkf79uZ1X7u26HnExZm/y5aZMqvVHFMp8zo7PgfjxkHfvuaM85YtMGCAqXNl/o9UQrX20Cql3gJma61nKaWuA3y11lPLWjcgIEB3LTkO7RncvGsXt+7ejeN3jR3Y5+tL/exslNbkWSw8FBPDxqCgwm3apKXxn7//5tVWrfilXr2ze2LVrGNqKm8nJfFIx478Vd7sZUKcpXapqcSmppIUFFT42ShZVpF1yitrn5pKtxMn2BQQwC4/P3zsdtqkptIhPZ1ddepw0MeHFqdOcfOePVi1xqYU0xs0QAPX7t9fWPZLVBSeWnN5SgoWrdHAVn9//G02GhbLz8pVCgV4FvtfVvD1g7XY8860WrEBAY4vJ+CEpydKa4IdX2BAlsWCAnyKjU1tL7Gvs+WoYVn1K6ssH7ArhVex55ZlMdfy+harX7rVbFX8uaV5eKC0diora71TBWX+xcoyCsr8ipVlFpTVKVZWVl1yCsq8C8rK6HcStYgGbEphx3wGT/d+51gsZFssBObnowq2Pe7piQJC8vIKyzKtVixa42O3F5ZpnK9i18BJT09ylSIyNxeF+bx81KwZXzZuXOb/tNfXrsXDbie/IDYAzlj2dnQ0Y3fsqPR2FS2bUa8evY4epX5ODpqyPy+O55pjsVA3J8fptfO22/Gz2Sr9OcuyWEjz8CAiNxcL5n/c5oAAPLSmxalTWAqOsd/HB4vW1Ct23GNeXiitCS32np0oeB+Di5WVrJMGUj08yPDwoF52duF6+3198bLZiMzNBUw7KR67LV682PU9tIAfsL/g/nGgS/GFSqkxwBgAb2/vSu88ouAFtmE+UHPr1iX25Emsjg+V3U5saqpTQHt5Sgq5SrEoIuJsns95caggzSBKxqIV5ThdcLk2KIi9vr4E5eXR6eRJOqalccTLi0wPD5qfOkXC0aOF/0iWh4VhV4r4o0cL/4HtrFOH5pmZhY+PennhZbcTVCzoKys4zLRa8bLZ8Kzkc7FozfUlLkCwaM2VBw8CRf8YNeZLL9tqLfxyc/wTBuiYllZYtj4oCA10Sk0tLEv288OiNW3S0wvLjnh7o4Gggn/gdmCHvz8a6FBsf2uDgrArReeTJwvL/goJQQPdT5woLFseGopWivhjxwrL/ggJwQp0K7beuoL3rHj9yirbEBSE0trpue3w9wegfbGyvXXqoMDpue0vGNO6eNm+OnVKle0pKGtbrGx3nTpooF2xsmQ/P3SJ45ZVl60FZcVfvz9CQsizWOhR8LrYgPmRkWig/+HDWAvKfqtbF435P+0o+zUqiq3+/ty3Y0fhj513o6NpeeoUAw8dKlxvTt267PTzY0xycuF6/2valOYZGU7H+DUqis0BAdy/fXvhem+2bInSmv8rVvZe8+a0PHWKK4rV5ad69dgQGMgjW7fioTX5FgvPtWmDBp7cvNkEKUrxr5YtaZ+ezpCDBwu3nR0VBcAVxeo8u6DOdxar85SCM4fFn8d/mzUjOiODAcXqMjcyEoABxZ7bvMhIFNCvWNmCgvX6FiubU7cu2/z9uXvnzsJjvN6yJXalGFfsuU1u0wa7Ujy9aRPWggBsQocO2JTilXXrThuoTWzfHm+7nac2bsRasL+y1nuyfftSZY8U9GafKRh8ooxtkwo+RxuL/W90PH4oJqbU/82KlCX7+Z3VdhUtS/P05PZdu7AWfF7mRUayOjiYB7dvL3zdy3quJV87m8XCv1u0ICY1lctSUgo/awsjI9ns71/YpvIsFsaV8Xq+Ex1dquyFNm1KlT3Vrl2Z73fJsslt2nDx8eMMOXSo8PvkoI9P4Q8VR8BrU4p0T8/C4NqjjNitQrTW1XYD/g1cUnB/OPB4eet27dpVV8qePVr7+mrdp4/WL7yg9fLlpnz5clNuOsy1/vLLom1ycrQODdV65MjKHet8y8/X2tNT6/HjXV0T4Q6WL9f6+ee1njNH6507tf7oI629vbVWSmsPD62HDNG6Wzfz2NHuy7t5ejo/9vPTuk4d5zJ/f+fHMTHO+1dK67g4rbt3L1rHUdarV9F6FovWw4ebz5vFUlR2771af/GF1j4+Wlut5u+PP5pb8bIFC7T+/XfzebZazd/ly4s+41J24ZQ5Pgdl/a+vqvXOx7bnY39VfdyaWlaTVPX7407v97m2Ua01sFJXIOas7pSDm4FIrfVrSqlJwBat9ZdlrVvpi8JGjTKJ25s2FeWvOCQmwg8/mByf4GCT0B0RYda/6ir45ZeyhyRxJy1amJyor792dU1EdSmZL5SZaYZl+fVXCAgwuVqrVpmcu9MJCICgoKJhVpQyOWh+fjB9elGO01NPmRymfv2K8s4dQ8MUL3vzTTPsy+nWOdeyuDjX53ZKWc0qK0tVr3c+tj0f+3PVRWbi7FX1++NO7/c5ttGKXhRW3QFtILAUmA8MxPTWppa1bqUC2qVLTYL0k0+a5Pzy/PGHeWG6djXj0t1wg7koYf9+52E73NGAASYBfMUKV9dEVAXHB/WiiyAy0gStjoR/pcxVsocPO28TEWGC1eTkogT94cPNPhwXblRXIFkDrnwVQghR+7lFQFtQkRBgALBEa32ovPUqHNDabOYL/cgR2LzZ9EKdzjffmCswe/Uywew119SMXs9//tNc4Xmo3JesiAQL7iUx0QywXbeuaa9z55rHp/usxcaaoHbBgqIe1cmTzXta1b2bQgghRA3hFsN2AWitTwBlTJlxBuV9EX/0kRny5KuvzhzMgpl9Yv78ohkyZsww+3b3L/emTc34eFlZZuiPstjt8MorZkxdrc2YtY6AR5wfS5eagbpDQsx7tXix6VUvHrz6+TkP8XLddWZ4uXvvNUOoeHmZ4YXADIPiCF4dbX/+/NKfhbi40u9zRcuEEEKIWsY9z7snJkLv3kXj4z38sBnT7dAhk9vXqZPpda2oJk1MIKG1OU27aJH7f8k78oJ37TLjMDokJsLCheb+tGlmbDiH3Nya8dxqqsREM95fcLAZV++XX4pmowHTqxoRURS8WiwwfryZ8q94L+vYseY9atu2dKBa0eBVCCGEEIXcM6BdtMh5YOOXXjI3h82bTS9YRb/k+/QxvZfFe77cnWPSh+IB7fLlRRNJgJlz+umniwbErinPrSZwnCG4+GLzen/6qUlVKR6s1qtX9EPJaoVnnjGBa/HgdciQc+9lFUIIIcRpVXsObUUFNAvQXZ8umFghLQ3WrOHa9Zp71vmQ+en/GLTqIed80mbNGP2PpxgdO5qjmUcZ8c2IUvu8u9vdjOwwkr2pe7npk2Gl5l0eFzeOoa2HsuXoFu6ceWep7Sf2mkj/5v1JOpTEA7MfKLX8hX4vcGmjS1m+dzmPz3+81PI3r3iT2KhY5u2cx3NLSs/6+8GQD2gd3pqft/zMvxL/5bwwN5fPHkmk0UvvMa1nKO8vetVc7V5sbNpvoycQPvEFPr69Kx+TZHqui80LPeuGWdTxrMN7f73HNxtKZ30sGr0IgNeWv8bMrTOdlvl6+vLrDb8CMHnxZOYnz3daHlYnjO+u/Q6ACfMmkLgv0Wl5w8CGfD78cwAemP0ASYeSnJa3CmvFlKEmDWTMz2PYemyr0/LYqFjevOJNAG78/kb2pTmPUxrXMI4X+78IwNXfXM2xzGNOy/s168eTvZ8EYOAXA8nKy3JaPqTVEB6+9GEAEj5OcFrGsWNc++1G7llhJ9MTBt1AKaObDGP05Y9xdEhfRvwj2wS4jtc/LY2701ozst/97G3XkJt+uKnU9m7d9oDPrvqMRkGNmLZ+Gu+vfL/U8m+v/ZbwOuF8nPQxHyd9XGq5tL2zbHvAte2v5Z6L7iEzL5NBX5QejWV07OiK/9+TtldqubQ9aXvS9ty37ZXFbXJoz0pgoAkOmjWCN8dDt05w4FVzFbhj6rXg4Mrvs1iw5/a8vEy6xYcfQiJgXW16AR09ghaLmWoOoGFD2LPaXBEvKi8tDU6cMK9paqqZvtBWbHlUlLnAa926ovbXoYPpSf3+e1h8r9MPJQIDoe+V0CEOUiswp7gQQgghzonb9NBWaJSDC+mK7cREM8e14/25/nozn/emTaVfg7feMnOBHzlirpQXFffjj2Z+bUeKS0iISROYPr3ogq3TjSwghBBCiGpTs3toy3Mh5RcuWlR032o1PYLBwWW/Bo5pfCWgPbPERDM0lrc3LFkCM2c658U+9BBMnAh33y0XZwkhhBA1RM0KaC8kCQkVv5DNEcQePXo+alZzzZljel8dvbGhoXDTTWasYkdvbL9+ZpkEr0IIIUSNIQGtuyrvyviySEB7ekeOwOuvm5sjmLVY4MEHTW/sXXdJKoEQQghRg0lA684q2ktYPOVAFPn5ZzPxxF9/mZ7uvn3NxAXSGyuEEELUKhLQ1gZhYeav9NAap06ZyQs+/tg8tlrhiy9g1Ci5sEsIIYSohSSgrQ18fc30qhdyQOu42OvUKZg61UwbXNyuXeav9MYKIYQQtY4EtLVFRMSFm3KQmGhmUMvJMY87djSzp91/f82aHU4IIYQQZ8VtxqF1mimsgMxaUolZSz4aC56e0DGmcPkFMWvJzp1c/UIsx2zpRQubNaNf71t50qs/LFrEwICfyPL3dtpeZsyRGXPAvWfMkbYnbU/anjNpe7W/7ZWlouPQWs60gqghPD3NxU4XgrQ0WPY73HortGsHmRlmBjVwnkUuLg4mTICQSs4qJ4QQQogaxW16aCs0U5go3803m4kCHLmitVViokkfyM01jwcMMDmze/bIxV5CCCFELVM7ZwoT5QsPr/0XhaWnw733FgWzFovJnW3QwNwkkBVCCCEuSJJyUFuEh0NGBmRlnXndmmjlSujSBZKSwMPDDMXl7S0XewkhhBBCemhrDcfkCseOQcOGrq1LVVq2zIxYMHcu1K8PixebgFbSC4QQQghRQALa2sIx/e2RI7UnoJ0zBwYNArvd9Mj+97/Qs6dZJoGsEEIIIQpIykFt4Qhoa0se7fbtcOONJph1WL3adfURQgghhNuSgLa2cKQc1IaAdulSuOQSM1GCt7fpnZXJEYQQQghRDkk5qC2KpxzUVImJ8MYb8P33EB0Nv/xino/kywohhBDiNM5qHFql1DzKD4b3aa1vrOw+Zaawc5y15O+pZhzaJk2gaVOghs1akrwSkv6GguYYe8mVvHnnD4DMmOP2bU9mzHFaLm1P2h5I25O2J22vuPMxU9jZ9tC+pLWeV86Br1RKBQFfA1YgAxiptc49y2OJilAKPD1q6GxhGnbuKAxmATh82GW1EUIIIUTNcrY9tP1PF9AC9YFtWuu5Sqn3gV+11j+dbp8yU1gVaNsWOnSA6dNdXZOK0xoeeQT+9S8zHJfWJl92/nxJMRBCCCEucC6dKUxr/V6xhxFAmd1tSqkxwBiAxo0bV0dVLiw1bbYwreHhh+H11+G++2DUKDPOrOTLCiGEEKISqvWiMKVUHBCitV5R1nKt9RRgCpge2uqsywUhIgK2bXN1LSpm+XJ49FEzccLYsfDvf5u0iUsvdXXNhBBCCFHDVFtAq5QKBd4Grq6uY4gSwsNNoOjuli+H3r0hP9+kGVx3nQlmhRBCCCHOQrWMQ6uU8gKmAxO01rur4xiiDI6Ug7PIiz6vnn7aBLNg6rp4sWvrI4QQQogarbomVrgd6AI8oZRapJQaWU3HEcVFRIDNBqmprq5J+aZMgXnzzGQJMmGCEEIIIarA2aYc3KmUmljOsiSt9QNA6UHcRPUqPrlCcLBr61KW77+Hu++GQYNg/Hj4/Xe5AEwIIYQQ5+ysAlqt9TVVXRFRBRwB7dGj0LJl1e47MfHcZuxavBiuvx66d4dvvgE/P+jZs2rrKIQQQogL0lmNQ1sdZKawKpi1JD0dVq82Y9GGhVXdrCWfj2H+gg9NvqvFAp06ERbVrOKzlrxxOUnr5pr0gq5dwdOzxsxaIm1PZsyRtudM2p60PWl70vbccaaw6sqhFa7g6Wn+VvVsYdu2FV1TpwOvAAAKAElEQVRoZrfDyZMV33b2bPjtN7N9Xi5kZZ15GyGEEEKISnCbHlqZKawKnDoFAQHw8stmjNeqMm6cmfwAwNe3crN4xcTAunXmvtUKkyfDhAlVVzchhBBC1FrSQ3sh8vMDH5+qnS1Ma5g1C4KCzOPx4ysezH79tQlmPT1lRAMhhBBCVBsJaGsTpcyFYUeOVN0+FyyAzZvhjTcgMhI2bKjYdgcOwD33wMUXmx7dyZMr17MrhBBCCFFB1Tr1rXABx+QKVeXdd80+R42CFSvgyy8hO9v0BJdHa7jjDrPeJ59A69YyooEQQgghqo300NY2ERFVF9Du2QM//miCUx8fuOoqk6c7f/7pt/vvf+HXX+GVV0wwK4QQQghRjSSgrW2qsof2gw/M37vuMn/79oXAQDNBQnmmT4f77oNu3UzKgRBCCCFENZOAtrapqhzanBzT0zp0KDRpYsq8vGDwYPjpJ8jPL73NsmVw3XVm2LD16+GPP869HkIIIYQQZyABbW0TEQGpqec+Fu2335rA+N57ncuHDzc9wMuWld7m9dfNOLVgjr9o0bnVQQghhBCiAtzmorAtx7aUmj1CZi05i1lLrAdgNDC1N7Nunec8a0lqqrkFB0Ng4OlnLVmZxK+tW0O/fs6zlthscKsi7Lfb+a73dqBg1pLkJRDyhzk20DADPi8Yoqsmz1oibU9mzJG250zanrQ9aXvS9s7nTGEV5TYBragi5c0WlpYGSQUNXCmIjS1/H4cOwclUGHirmeq2OKsVQkPNsFxam30B7NwJdhu0aWPSFaJayhBdQgghhDgvZKaw2mbRIujTx4wf26dPUfnEifD880WPe/WCOXNKD781cyYMG2ZSB8qbFezjj+HWW2HlSuja1aQf9OhhZid7+eXqemZCCCGEuMBUdKYw6aGtbcLDzd+SIx04AleLxfSqLlliemkfegj27jU9un/9BQsXmp5XgNxcEyCXDGiHDjU9tT/8YKa2vesuaNwYnnqqWp+aEEIIIURZJKCtbRwBbcmRDvbsgTp14PHHzfBb6elw881wZ7E8poYNYfRo+OorE+CWN1VtWJjp4f3hB5OPu349zJhhpt4VQgghhDjPZJSD2iYszPwt2UM7fz4MGABPPGF6XC+7zPSsOnJgrVa4+2746COTrnCmqWqHD4eNG2H8eIiPh3/8o/qekxBCCCHEaUhAW9t4eppe0+IB7c6d5tavn/O6l19uUhGsVtMb68i5jYuDCRNOf1FXo0bmr80Gq1aZaXGFEEIIIVxAUg5qo5KTKzimqu3f33m9uDizbNEik1pQmVEJNm40vbtaF405K6MaCCGEEMIFJKCtjSIinHto58+H+vXNkFolxcWdXSCakGB6d3Nzy8+1FUIIIYQ4DySgrY3Cw83IBWCG35o/HwYOLMqXrQrn0rsrhBBCCFGF3GYc2oBmAbrr012dymTWkrOctWTLFjh+nFnvnKDOxm28989Yvrm6DdSt67S9zFoiM+bIjDnS9kqStidtT9qetD13mimsouPQykVhtZGnp8lr1RrmzTNlwcGurZMQQgghRDU5qx5apdQ8yk9X2Ke1vrGy+5SZwqrQq6+aWbvS0+HaayE5GTZtcnWthBBCCCEqpbpnCntJaz2vnANfWex+XWC21rrzWR5HnA3H5Ar798PixWaaWiGEEEKIWqq6Uw5eA3yr+RiipIgI83fmTMjMLD1clxBCCCFELVJtAa1Sqi+QARw6zTpjlFIrlVIrj5ScqlWcPUcP7bRpYLHIkFpCCCGEqNWqJaBVSnkBTwLjT7ee1nqK1rqb1rpbhKNXUZw7x2v511/QrZtcECaEEEKIWq26emjHA+9prU9W0/7F6Th6aKH0dLdCCCGEELVMdQW0/YF7lVKLgFil1IfVdBxRlsBAM3QXSP6sEEIIIWq9apkpTGvdy3FfKbVIa33HmbbZcmxLqcF2ZZDncxjk+RbNrM+t1LFYZJBnGWC81HIZYFzanrQ9aXslSduTtgfuN7FCRZ1tQHunUmpiOcuSgBmOB1rrhLM8hjhbaWmQnw82YNAgmHpujUQIIYQQwp25zdS3MrFCFXrxRXjySbDZwGqFyZNhwgRX10oIIYQQolJk6tsLWUICeHmZYNbLS4btEkIIIUStVi05tMLF4uJg/nxYtMgEs3Fxrq6REEIIIUS1kYC2toqLk0BWCCGEEBcESTkQQgghhBA1mttcFKaUOgLsdnU93FA4cNTVlbgAyOtc88h75l7k/aiZ5H2rGHmdXKeJ1vqM08m6TUAryqaUWlmRq/vEuZHXueaR98y9yPtRM8n7VjHyOrk/STkQQgghhBA1mgS0QgghhBCiRpOA1v1NcXUFLhDyOtc88p65F3k/aiZ53ypGXic3Jzm0QgghhBCiRpMeWiGEEEKIciilQpVSA5RS4a6uiyifBLTigqWUqquUWlrscVul1I+urJM4veLvmVKqsVJqkVJqgVJqilJKubp+tVmJ176LUmqeUmqZUmrcGbaTz5UbUkoFKaV+VUr9ppT6QSnl5eo6uSOlVAgwE+gOLFRKnXH4KOEaEtC6oRJfHJ5KqZ8Lvjhuc3XdaouCf1KfAH4Fj6OBV4EgV9ZLlK/kewbcCdytte4LNAI6uqputV0Zr/3bwK1AD+BqpVSzcraTz5X7ugF4XWt9GXAIuMLF9XFXMcBDWuvngTlAFxfXR5RDAlo3U8YXx1hgldY6HhihlApwWeVqFxswEkgreJwOXO266ogKcHrPtNZPaK03FSwLQwY9r04lPy+hWuu92lyEcQwILGc7+Vy5Ka31e1rruQUPI4DDrqyPu9JaL9Zar1BK9cL00ia6uk6ibB6uroAoxfHF4ThFlwCML7i/BOgGLDz/1apdtNZpAI6z1Frrw8UfC/dT8j1zUEqNBDZorQ+4ol4XgjJe+2VKqfuA40BTYG1BWkHxntgvtdZTSmwn3IxSKg4I0VqvcHVd3FVBOtNI4ASQ5+LqiHJIQOtmyvji8AP2F9w/DtR1QbWEcEtKqebAw0B/V9flAnMn0Ad4Fni5oKd2mGurJCpLKRWKSR+RXvTTKGjf9yqlJgP/AKa5uEqiDJJy4P5OAb4F9/2R90wIoDA95yvgNq11qqvrcyHRWtuALQUPv3BlXcTZKbgIbDowQWu929X1cVdKqceUUjcXPAwGTrqyPqJ8Ehy5v1WYCy8AOgG7XFcVIdzKeKAx8HbBaAe9XV2hC8xzwGNaBjOvqW7HXOD0RMHnZ6SrK+SmpgA3KaWWAFbgNxfXR5RDJlZwU0qpRVrrBKVUE2AWMA+4FLikoHdECCGEEEIgAW2NoJSqj+mlnSOnVoUQQgghnElAK4QQQgghajTJoRVCCCGEEDWaBLRCCCGEEKJGk4BWCCGEEELUaBLQCiGEEEKIGk0CWiGE+P+NglEwCkbBKBjSAACdOmzj4If0OAAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 720x576 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "el.draw(s)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAArUAAAIzCAYAAAAeSeGEAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAAIABJREFUeJzsnXl8jUf3wL8jYksQisaeql0IEWsrYt9bCUVU0NLaih/dUUIp3nrbqqpqU2Jto9a3VGKJiFQURaK1xdoWiSUJkkqzze+Pufdmce/NDbF2vp/P/eR55pk5Z+Y+9+ae58yZOUJKiUaj0Wg0Go1G8zhT6GF3QKPRaDQajUajuVe0UavRaDQajUajeezRRq1Go9FoNBqN5rFHG7UajUaj0Wg0mscebdRqNBqNRqPRaB57tFGr0Wg0Go1Go3ns0UatRqPRFABCiOeEEB3zqOMvhCiVD5l1hRC/2Fj3GSFEHyGEpxBinRCinhDCVwhRXwixzladNurqIYQQ99C+qBDidSFEYcN5WSHEFCGEvRDCLlddIYToca991mg0Tz7aqNVoNPcdIcSbQog/hBBnhRA9DWX+Qog52eqECSG6Go5HCiFihRAHhRDPZKszQwhxRQixUwhR1lBmJ4T4RghxVQjxgxCiqKHcQQix0VD/y2wynhZC7DbIn5yrnxWEEH/d5TA9ga551CkOrDLoihFCHDWM8bjhb5QQYnu2+ilAmqF+JyFEULYxtxdCtMtWNx6YApQB0oFBgASaAMl3OaY7EEJMAXqR7fdDCFFHCJEmhDhh5nVNCDE/l5j+QCcgw3CeAbwJlAR+FUKUz1a3EPBC7nul0Wg0udFGrUajua8IIdwBP6AO4AN8K4Swt1K/IfAB4A6MBb4wlPcAvIGaQAAw09BkJOACVAYOAeMN5f5AAuAMFBJC9DOUfwGEGeq3FkK0MMivAGw0lN8NaShj0hqTgTUAUspaUsqGUkoPoKKU0kNK6Sal7GRFvocQYgnwNdAsl75nUQZzTeBpwMlwvR2wF0xezyJ3NTrVvjNQW0o5UkqZke1SOnBRSlk39wv1fmdkk2EPjAJGAy8LIZxQRneKlDIeeAtoKYQobXifMqSUI4C6Bv0ajUZjFm3UajSa+00D4KqU8raU8gjKYC1mpX5vYLmU8pKUMhIoJ4RwQBnEX0gpbwLfA20M9X2AeVLKVOBL4MVs5XOklJmG8t4Gg6ob8B+DUbY4W/1hwIyCGbLJgMwxTillupRyhY3tPwc2A42FEMeBIkCklPJVKeUwKeVc4LIQYpChSR2gFjAHqABkoh4MegEjhBBHgJvAhHsY1iTUg0Zu8jLms1+fBywFqgFTgdYoA7esECIUZdT2RBnl2XnDoF+j0WjMoo1ajUZzvwlHed4WCSEqSSm/llLeslK/ChCd7fwSUD17uVT5vdMMxm728huAceq6HHDKcHwB5cEsh/IoJucqB2UAB9/9MAH4PyFEohAiEbgBXAdTWEO4ECJUCDHOUFZdCFHfkiAp5TiUcXdESlnPIK+VEOL/hBBvCCHGAgtQhitAFMpj/TFwGqgPXEaFI3gAA4BwgzGcb4QQTwPXDO/xHd3No7k0yCgMvAC8Buwy/G2ACrO4AXSSUnZFebSfziFA6b1u8KhrNBrNHWijVqPR3FeklBdQ3rhngVNCiCHZLr9hiG2NNdQBsEN5FI0ko7x2ucv/BkqbKS9svG4wfq3JMJaTre698JmU0snwKiWldDDIviKl9ASWAxUNdTuhwjIAHA0xtUeFEB/kkllKCPEucAB4D0hCGYG3gZUobydAS5SR+DewHngV6Av8DjREeUbP3MPYKqCMZHNIoJIQ4kjuFyo8RILyVKM+ByOBtVLK3Ya+XjHUWSOE2AusBdqa0XPZ0A+NRqO5g8J5V9FoNJp7Q0p5FOgshHgB+F4Isc9w6Qsp5XugFooZyhLIOfVcHDWVnle50ftqnPLPFEIIg7Gal4wHiTG+ND3bcZIhthYAIUQhoA/wMirGNxHoCHwFnMsmqxHgYDh+DhWr2gDltR2NCru4jQpBkCjD+G65gvKKm0MCl6SUjXNfEEL4kzPcpBqwCHjV4KnuYrh+CPgB2I0KNfjCjJ7Khn5oNBrNHWhPrUajua8IIWYavbNSyv+hpp0bWmlyEGhlaCtQ0+sXc5WXAJ5BTe9nL38G5akEFZLQ1HDsAfxlCDv4xzCVbiq/91Hmj2z6zWKIA66EMmKPSykXA6nAUdQCOePrppQyzdBmGMoofEdK2QplrO8EfgT6ocIPtnOXSCnjgApCiDJmLuf1W5J9+683gaLALMBPSvmplHI2EAS0R8URZ5IrTtegt7yUUhu1Go3GLNqo1Wg095s/gFeEEMUN8ZANUZ5ES2wFvIUQPqhFZdellH+ipqTHG1bA/xcINRh03wEfCiHaAp+gdjAAWA18JoR4HmVAGcuDgEVCCE/g/WzlD4r+wEd5VZJSzgdO5CpOR4UfGF+5QyaSgS4GT3gRIFVK+Tfq/U6UUsbeY98/RcXx5iavPWtN16WUY6WUbsD/AUeEEA0Ml2JQ4RPrpJQfcOfisy8M+jUajcYsOvxAo9Hcb5agPKJngH+A6VLKGGFh734p5U0hRF/Ugqd/UFPwSCnPCCFGowzCi8AIQ3m4EGIeMB/lnZ1uKF8hhKiCmuoORXk9AeYCs1FT88ullJvvZlBC7YebZvCqWqojgCJSyn8MRU6oxWqfAM2t1RdC1EZ5LtOyVWmC2t3ASOlcIoJQ0/vPojyefkKIqoA9cE0IsRh4U0qZZPtIs5BSrhVCtBJCfAWMyhaHbIchptZMM2fUA4ZxjD+ivO/7gEjggBBiAup+zkOFqSwBfhJCtESN/yvgspSyQJNIaDSaJwtRMGsjNBqN5t+FEOIAKsbTWkxuISBOStnE0CYEWAi8gtrRIXdbgZqafx611dh/gClSym8MHurBUspBpsoqUcQzUso0Q4jHK6jFahsN+9HuQnm4PzPIXQTsllIG3uPYO0gpd2Y7rw1sk1K6mKnrD5Q17OaAEKIScEVKmS5U9rC9KI/0RCnldSHEJNTWal9LKUeb06fRaDTm0EatRqPRPCCEECUM4QAaA0KIIoY9hrOXVQRiC2hHCo1G8y9BG7UajUaj0Wg0mscevVBMo9FoNBqNRvPYo41ajUaj0Wg0Gs1jzyOz+0G5cuWki4vLw+6GRqPRaDQajeYR4ddff70mpSyfd81HyKh1cXHh4MGDD7sbGo1Go9FoNJpHBCHEBVvr6vADjUaj0Wg0Gs1jjzZqNRqNRqPRaDSPPdqo1Wg0Go1Go9E89jwyMbXmyMjIID4+nrS0tLwra54I7O3tKVu2LHZ2dg+7KxqNRqPRaB4jHmmjNj4+nmLFilGuXDks5YnXPDlIKUlKSiI+Pp7y5W1a6KjRaDQajUYDPOLhB2lpaTg6OmqD9l+CEAJHR0ftmddoNBqNRpNvHmmjFtAG7b8Mfb81Go1Go9HcDY+8UfukcP78+Xtqf+7cOaSUBdMZjUaj0Wg0micMbdQ+AObOncuhQ4fuScaRI0eYO3euTXWTk5PZuXMnf/31V771pKamsnv3bmJiYvLdVqPRaDQajeZhoY1aKyQnJ+Pt7U3btm3x8/NDSsnQoUPp168fAAMGDGDo0KGAWtRWsmRJUlJScsg4f/48f/75Jz4+PjbrTU9Pp1q1anh5eeHl5cXRo0fx9vbm4sWLeXp809LS6N69O5GRkfTq1Yvff/8dgGnTptGsWTPGjBljqtu4cWOTju3btwPQr18/du7cydChQ01llggKCuLNN98EICUlhVdffZV27drRu3dvEhISbB6vRqN5AvnnH8jMvLM8M1Nde1K4ePFh96BgkRKCgu4sT09/8H2539y+/bB7UDAYZ3EzM7OO74a0tHtr/wjwSO9+8LBZsWIFrVq14p133mH48OGmNL5RUVGmvy1atABg+/btpKSkEB4eTufOnXPIyG5I5mbEiBGcPHnSdN6+fXt69uyJr6/vHZ7Z0aNHs2LFCj744AOL8k6dOsXbb79Nz549cXJyIiIigpSUFCIiIti/fz8zZsxgx44dNGnShLp16/L999+b2sbGxtK7d2+GDh1K8+bNCQ0NpVOnTmb1xMfH8/HHHxMWFgbAkiVLqF27NkuWLGHRokXMnz8ff39/i/3UaDQPiMuX4fffoUULKFnywekdOBCuXIHjx6FmTShWDA4ehCZNoHp1WLny0euzLZw6BfHxWef9+8OCBVChgjrPyIBWraCQBZ/R2bNw4QK0bg1Fi97//uaXI0cgJESN5/BhiI2Fc+fgzz/h88+hefOH3cN7Y/ZsaNoUOneG3r1h+nRo2TLvdo/yfTtwAObPh+efh7VrVf86dQI3N/VZlRJeeknV/f57uHULXnsNBg2Ca9ey5KSnQ0AAuLg82P7/+SdUrVogoh4bo3b6j79z7NLNApVZv1IppvVqYPF65cqVWbZsGd7e3gQEBJjKixQpwvXr17G3tzeVBQcHM2bMGIKDg3MYtWfOnKFevXoA+Pv7k5aWxp49e7h58ybBwcEsXrz4Dr1ffvklmzdvZteuXTRs2JDFixdTuHBh6tWrx9mzZ62OqUGDBjRo0IDDhw+zYcMGAgIC2LBhA3369EEIQZcuXdi6dSupqans37+f1q1bU6FCBVasWIGzszNDhw7l1KlTfPPNN7z//vsW9bz99ttUrVqV7777jkGDBnHq1Cm6d+8OQIUKFTh16pTVfmo0/3pu3IABA5QR5OCgvGNFisCwYXDsGPToAVOmqLpxcdC3L+zZo84PHYJ33lGeJh8fePNN5WXx8VE/YsOGwauvKgNs+HDo0EHV37dPGSmDByujq2ZNWLwY/P1h924lOzYWhgwBc99/czossW6d+tu7N3z2mfqhbNw4awyWMNdnIczrPX4c3nsPNm1S54cPwxtvgJ2daj9tmnkdluqlpUG7drBmDVSqZL7t+fNw5ozqE6j36dIl9TLKaN7cvFG7ezd89BG4u8PMmbBzJyQmwgsvqM/BlCnQrZv5/tk6thEjwOgoOX9eGXG+vraNDWDFCvVeBwXBiy+qvv7vf/DDD5bbWHpPt2+HWbOUZ37cONWPAwfU5zUxEcaPV/fTUp9tGVtYmG1t9+8HZ2ewt1ffs6tX1cOT0aBNS1P3zNwe6Q/rvtWta1vb5s3hv/9V4xs1Cvr0Uf0qVAhWr4ZFi1S9zZvVdyU1Vb0P1h4sc2NuvOYwd38jImDoUKhSRY1l5071vTl0CIKDYdcu9T+pANDhB1bo1asXEyZMwMfHh3HjxpGRkQGAm5sbQUFBuLm5mepGRkYyZcoUdu7caVXm6dOnCQ8Px8fHh9DQULN1mjVrxo4dO9i/fz9paWn89NNPpmu2Lhb78ccfyczMpGTJkiQnJ1O5cmUAypYtS1xcHDVq1CAkJIS9e/fSqFEjli5damobGhrKlStXqGD0POQiJiaG8PBw5s2bR8WKFfHz8+PFF1/kiy++ICwsjHnz5uUr3EKj+VeyahVMnAjbtqkfo+BgWL9e/WhERirPUEwMJCQoIzM5Oavt2LGwdKn6sVi3TnnSFixQHqiff1bemlu3IDpa1Zs2DWrUUPUWL1Y/cqGhykNy9KjyVoWFqZerq+UfGHM6ChpzfTan98wZePtt9XBg5KuvYMMGCA9Xxlv2a9mxVO8//1EPD9aMvs6dlddryhTl9TK+FixQhsLYseqvOY4fV/pmz1Y6//kHpk5VRnp4uNIvpfn+2Tq2xYvVfQwNhdq1lSFi69gSE2HJEnB0hMKFoV49ePZZ26bpzfXvzTfhxx+V0eLvDykpauzffaeMvXnzrPfZlrHZ2nbzZjh9Out8yRJ1n7p2haefVp5NC7/JD+2+2dp26lT14LttG3TsmHW/Tp6EUqXU+IzvgZRQooR6UImMhFq1wMtLfb8++8y8fKOO3OM1h7n7u3+/+n6EhSmDFtRDhbu7qletmmW9+eSx8dRa86jeL2JiYujatSt9+vRh0KBBrDQ81bi7uxMYGIivry9RUVFER0dz7do1+vbta4qhrWpwpRcvXpykpCQcHR0BGGz4sahWrRqpqalmww/effddihqmNzw8PEyLtpKSkihevLhNfZ86dSqVK1fm22+/xdHRkduGD3lSUhKZmZnUqFHD5Gn28PDIET87cuRIatWqxccff8wi4xNeNqKioujTpw/PPvsszz77LG+99Rbt2rWjUqVKLFu2DAcHB9q0aWP7G63R/BsZPTrr+OpVNd27ejUYYvbp3FkZrX36ZHnNjMTHZ03XPfUU3LypfjDmzFFlnp5qqr9vXzWluGWLMo5r1lSeMyPXr0O5clnnBw4ob4rhIfgOzOlo1+7Oesa9pi0Zd9m9YufOwRdfKE8TmO+zOb0NGiiDvkuXLLnGma+0NCWjRAnz+s3Vi4mBTz9V3uGDB8HDw3xb47i8vHLWiY3NMh6MREaqe/j22+p85EhlcKxeDc88o6aJw8OVF9DODurUUV46c/2zdWxG1q2D7t3VLICtY/P3V4aGkSFDlHF74oR6yCpRQhlZ5saWu3+pqco4NoaPFC2qxv7UUxAVpY6zf/Zy99nWsdnatlChLO/533/Dt98qo3vECGXQbtuW5X1/VO6brW09PZVXdOhQZXi+9BLMnauMxXffhaQkdS/s7NTntlgx9Z0qWlS1bdhQ/Q8qVSpLZu73wNx4n3nmzr6Yu7/79qmH0UmTlOf2jTeUUZyeruSOH2/9PckH2lNrBePUvZ2dHa6urqZFYO7u7hw4cAB3w5c/JCSESZMmERYWxrhx4wgJCTHJ6N69O+uM03CAQ64v3OLFiwkLCzO9pk6dip+fH1FRUWRkZLBx40aTR3jt2rWmKX5LBAUF8eGHHwKQmJiIk5MTTZs2JSIiAlAGqYuLC5MnT+bHH380yXVzcyMyMpLhw4fnaGuOmjVrmsIgzp07R0nDP606deoQHR3NPOPTmUajyZvISGW8tWypvLFGg7JsWeV9KVUKSpfO2ea555QhuHq1+nFp1Mh8W1A/aGvWqDjW7PtABwUpwzC7527+fOVptIQlHbmZO1eNp21b9eM5cKD6MT19Wv1t3Vp5XUH9MBoNWiO5+2xOb4UKlmMbP/lE6bRkVJurN2OG+gF/+eWsaWNz7N6tHjCuXVPedePryBHlmcru5W7VKssoMBIXp37g69ZV54ULK4Mj+9isjcPWsQUEZIVp2Do2X19o3z7rfNky5Vlzc1NxtkaD1tLYsvevfHn1uf3+e/VZrVABypRR792WLaos94xe9j7bOrb8tgX1OZw9G5Yvz/I4Zv9u3K/7Vq9e/u6bNXnZ6dhRhXqkpCjD98gRJWfKFHU/O3RQDxm594FfuVLNeGzcqL6Py5ereubeA2vjzY65+/vKK8p4jYxUs0TXr6sZoQsX1IOGp6fyhhcAj42n9mEwfvx4Xn75ZZYuXUrp0qX57rvviIyMxMXFhdq1a1O9enVAGbVGQ659+/YsXLjQZBz27NmT/v37081S/IkZpk6dysCBA5FS8sILL9CxY0euXr3KTz/9RJC5VanZ8Pb2xtfXF09PTypVqkRgYCBFihTh/fffZ/z48QQHBxMcHEyxYsXo3bs3kyZNolWrVgwZMgR7e3uWL19O69atKVu2LIGBgQD4+Piwfv16k47GjRtTq1Yt2rRpQ2JiIvPnzwdg165dODs707hxY5vHqtH8q4mPV0ak8cHX0TFr6jApyfzuAaA8OLt2qSnBd99VP1bGtqVLZ3lmAJyclHHi56c8sS1aKK/bvHmwY0eWzMREtbDr2Wct99eSjtxMmZIVD+zqqjw+hQqpmFrD4lKr5O6zrXoBfvkFfvop59hsqXf4MHz9NRQvDj17qtjfJk3ubBcfr+KEhwzJikMGZcQ995wyIKzh4qLCTNq0Ud7d7DGc2e+5uXHYOrYTJ1RIi9HzZuvYWrRQxlF2pFSfr4wM8/Gm2cndv40blVE8ZYoKKQEIDFTGIagp9h491HR77j7bOjZLZbm5fVsZe7/+qryzXl7K0JozB5o1s64TCua+eXrmf2y23vP9+5WxOW8e1K+vvKENGyojcuNGVSd3yMDJk+r72LOnCk3o2PFOw9eIpfHmxtz9bd9eGcWFC2d5eSdMULMwcXHK+N2yRRn994g2aq1QqVIldu3alaPMaOgZQwaM50batWtHu2zTcUIIPvnkE3bs2JFjNwDjVmDmcHV1JTo6OkfZ9u3b+e9//5tnxq0iRYrk8Awb2bFjB1u2bGH8+PE8Y5gy+OWXX+6oZy7cILtBa2RW9ilMA7nHrtForJCaqqYJZ89WHklQcW0REcrLGRWlfgDMYZwCBOV9y962b1/VtmVLtWjE11f9mCYmKmMxIUGVLVmS0wO8aZOa9rSGOR3W+P57NdVtaScAc5jrs616z59XYR3/+591j5i5ejVrqlCI+vXVFL2l2Ezj/+A//1TGxsCB6nzmTNi61bJRAMqL9d//qljhlBQ1xdygQVZIQFSUekgx1z9bxwbKC+/tnXVu69hys3OnMuKbNlXGroeHml42N0Zz/StaVE1BN2qkjEFQMdOJier499+zZOXus61js7VtmTLqe1O+fFbZ4MFqkVVe+7IX1H375pv8jS0/93zyZGWgNm+eFctatKj6P3PzpjKUjduy7dihDFwp1aLM6Gj19/hxy59f43h/+y1rvOYwd3+ff149hCcnqwesmjXV9cREFZ6SmqoM5YJASvlIvJo2bSpzc/HixTvKNE8++r5r/hV8+aWUTk5Stm2rXt9/L+WNG1I2aiTlhAlS1q0rZWJiVv22bXO2HzxYyvDwrPPz56WsX1/KceOk9PCQMj1dyrNnpXzuOSmff17KGTNUvXfekdLZOUtvWJgq9/WV8tdfs+Tt3CnlggU5dZrTYYl9+6R85hkpT5/OKqtb9856Z89KOXFizvPcfbamN/v70q+flC4uWWM7cULKVauk/OGHnDrN1fv9dynbtZOyeXMp+/eXMi3N/LjWr5fy009V/dats2SMHq2ut2+fVXfvXin/85+s8/37pWzWTLULCMgqa9RIytdek7JHD8v9s3VsUqr379q1rHNbxyallNOnSxkaqvR16ybl/PlSXrggpaenGuOePebHZq5/UkrZqVPOz0BAgJSVKklZqpSU//d/lvts69gslVni44+l3LVLyosX1Wds2DApfXykjIvLqnO/7lv16vm7b5be09zs3Svle++p43PnpBwzRo1z7FgpR46U8sMP1bUzZ6RcvVrKL76QMjVVyi5dlNyyZdVfJ6esz4a596BRIynd3bPGa24c5u7vd99JWbOmlI0bZ9U/eVLKqCj1fa9bV/2/sABwUNpoSz50Y9b40katxoi+75p/NfHxUgYFSXn5cv7bXryo2mY3hgsaW3Rcv64MgIiInOVVq95fvQ+CH35QRq05Jk6U8pVX8i8zJkbJTUm5t74VBJMmSbl1q5S7dyvDZ+xY9VCxZYuUL78sZUbGw+7hvfHRR1JOmSJlkybKcJNSyuBgKVu0kPLUqfzJyu99mzYtf/Jt5dVXldF57Zp6eJk5U8rx49WDanKylN27Z/0/Wb1aykWL1HHnzjnldOgg5e3blvXExEj50ksP/HOaH6NWyEcke4SHh4c0JjcwcunSJSpZ235E80Si77tGo3kssSXuVPNokJ6uYjwfJP7+6lXQJCaqUCIhVChFrVpqIaMxVCQz03wIkDEsIT/crzFYQQjxq5TSynYkWeiYWo1Go9FoCgJt0D4+PGiD9j6SbO/EIENukmrVarF8OYjs26VZimnPr0H7GKC39HpAnD9/vsBl5pVdTKPRaDQazZPNihVqB67du9XasFyT3v8qtFH7AJg7dy6HDh0qcLmLFi0iPDzcprqXL19mx44d3LofGYA0Go1Go9E8FCpXVlsIx8So7Wlt2aEsN4FHAgu8Xw8DbdRaITk5GW9vb9q2bYufnx9SSoYOHUo/Q8afAQMGmLbmio+Pp2TJkqYEDUaMGcbymzY2Li4uR1autLQ0evXqxXPPPceSJUsAmD17Np9//jmZlvaLM3Dq1Cn69+/Pzz//TNu2bUlNTTUr7+LFi1SpUgUvLy+8vLy4evUq6enpVKtWzVR29OhRszpSU1Pp168fLVu2xNvbm7S0NK5fv85LL72El5cXgwcPJs2YZUij0Wg0Gk2B0KuX2vbVxwfGjVOh3fnlfOL5Au/Xw8Amo1YIUVYI0UkIUS7v2k8OK1asoFWrVuzevZuiRYtiXMgWFRWV4y+ofWRTUlLu8JyuWLGCMWPGWNQxYsQIk8Ho5eXFjBkzSEhIYMiQISRny/W+YMECmjZtys8//8zatWu5desWhQsXpkOHDvxszMxjgejoaJYuXcq0adOoUaMG586dMyvvl19+YfLkyabsZuXLlyc6OhpfX19TWcOGDc3qCA4Oxs3NjX379lGvXj02bdrE3Llz6dOnD2FhYVSsWJFVq1ZZf8M1Go1Go9Hki5gY6NpV5Za4elUlCnug5Nqv/2GSZ6S0EKIMsBnYAnwihGiPMobXSinbGOrYA+uBssC3Usol5sruqadb34NY817Cu8a5IXSbY/Fy5cqVWbZsGd7e3gQEBJjKixQpwvXr17HPthlycHAwY8aMITg4mM6dO5vKz5w5Qz1Dlgx/f3/S0tLYs2cPN2/eJDg4mMXG3M7ZuHnzJkFBQbyYLdd7WFgYcwy5zz09PTl48CDt2rWjZcuW7NmzJ4dXNzd9+/YlPT2dLVu2kJCQQM2aNc3K27dvHzt37uSbb76ha9eufPTRR+zbt4/Nmzeza9cuGjZsyOLFiylsJsD+qaee4tixYyQlJXHs2DH69+/PypUrTZnVKlSowI0bNyz2UaPRaDSaJxIXF5USFpQBWMBrbAICVF6NIUNUAr9cE8b3n/uwZuhuscVT2wiYKKWcBYQA7YFlgEO2OmOBX6WUzwF9hRAlLZQ9VvTq1YsJEybg4+PDuHHjyDD49N3c3AgKCsLNzc1UNzIykilTprBz506rMk+fPk14eDg+Pj6EhoaarVOqVClK58r1npycTGVD7vOyZcsSZ8i7XLx4cW4b02paISkpiTVr1lC9enWEEGbldevWjbCwMA4cOEBkZCTR0dE0a9ZfAZN4AAAgAElEQVSMHTt2sH//ftLS0vjpp5/Mym/QoAEAn3/+OQ4ODtSoUYM+ffowZ84ctm/fzrfffpvDSNdoNBqN5onlAXovx49X6ry8VLZcP78HpNjFRW0ZNn26On4EyNNTK6XcDSCE8ASaAzOAYGBTtmpewHuG43DAw0JZzpyz+cGKR/V+ERMTQ9euXenTpw+DBg1ipcGn7+7uTmBgIL6+vkRFRREdHc21a9fo27evKYa2atWqgDI6k5KScDTkKh88eDAA1apVIzU1lREjRphS7gK0b9+eqVOn3tEXR0dHbt++TenSpXPIO3funEmXNZycnFi2bBl+fn4cOHDArLzWrVtTtGhRAJo0aUJMTAw9e/Y0lXl4eBBjIZ3g559/zrvvvkujRo1Yv349s2fP5qOPPqJBgwZ8+eWXtG7dGpdH5EOv0Wg0Gs19IbtX1t9feTGNnsz7tMdrpUoqC22BExgIhnVD99vbXFDYGlMrgP5AApAmpcw9j+wAXDQcxwNPWyjLLfd1IcRBIcTBq1ev3kX37y8BAQFs2LABOzs7XF1dTYvA3N3dOXDgAO7u7gCEhIQwadIkwsLCGDduHCEhISYZ3bt3Z926daZzBweHHDoWL15silcNCwsza9ACNG3alIiICEDF8hoNxI0bN+YIdzDHqFGjTLG+iYmJODk5mZXXpUsXLl++zN9//822bdtwdXXFz8+PqKgoMjIy2LhxYw7vdHYSEhJMi8j27t2LMOSPbty4Mb/99hszZsyw2keNRqPRaB57LlwAla41ywh8xHGe58z03dMR0wXO85yzLmQ3XM2N6/x5go9e4twHHz0yRq5NRq0hU9kYIBp4wUyVJKC44djRINdcWW65X0spPaSUHuXLl89v3+8748ePJzAwEC8vL/bv34+fwafv4uJC7dq1qV69OqCM2vbt2wPK0xocHGyS0bNnT7Zs2cKVK1fuqS9Dhgxh2rRpjB8/nmPHjtGiRQsiIiIoX7485cpZX7/3zjvvMGnSJNq0aUPz5s2pU6eOWXnTpk0zxemOHDmSOnXqMHXqVPz8/GjcuDGtWrWiY8eOxMfHm2JljbzxxhvMnz8fBwcH9uzZw+jRowFYtmwZPXr00BnCNBqNRqN52BhDBoQwhQzEJceZLmc/zotdJ68wcuUh+qTW4/jlmza3S04Gb29o21aFShRkYts80+QKId4FLksplwshFgCbpZQhQogwKaWXoc5U4JiUcq0QYhmwGOiYu0xKudeSnic5Te5ff/1FeHg4AwcOvCc5ly5dIiIigi5dulC6dGk++eQTxo4dm2PB2r3Ie1R4Uu67RqPRaP5lCJFlpWU/hoeSYvYOzPRPTBc5qshphuvZ+5s9/KB6dW6diKHLp+EUs7fj9rUEUko4sGp4S+pXyjtL2VdfqQy977wDw4fDiBHW99bNT5pcWzy1XwN+QohwwA7YZqbOMmC6EGI+UB/4xULZv5IqVarcs0ELUKlSJfr162cyQCdOnHjXBq05eRqNRqPRaB5B8lh4lpqayrZt5syzAuL8eWUMT5sG588zN/gEl2+mMK+fG98XOUFxezsGBuzj90t573JUEMkiLJGnUSulTJBSdpJSekopR0uDa9fopTUcXwA6AT8DHaWUGebKCq7bGo1Go9FoNA+Yh7Unax4xqydPnuTNN9+8K9FPOzyd8ziPXQ0iz1xn5b4/ePW5Z3CvVobqhf7h+9db4VCkMAO/+YXfLlo3bAsiWYQlCiyjmJTykpRyTfZFZObKNBqNRqPRaB5LHpEFUQVJ7FuxTGs7DTlNEvtWrNXFbrdlId5bH021siV4q3MdU3m1p0rw/estcSxamJcDfuFk7C2L+u5nsgidJlej0Wg0Go1GkyefONTjwvW/mdOnIcWL2OW4VrWsMmzt7QTDV+7E0pqtgAAVfmBnV/DJIrRR+4A4fx+e7s6ePVvgMjUajUaj0fyLqV49a4cEwy5PAIf/SODbhBIMbFGN1s+a33WpatkSvN2lDn9es+fH6Mtm69zPZBHaqH0AzJ07l0OHDhW43B9//JHVq1fbVDc+Pp7t27dz7dq1fOu5l7YajUaj0WgeI3ItCgPIzJS8v/4oT5cqxvvd6lpt3rdpVcqWSmbOT8e5nXpnwKwxWURYGGzaBCVKFFzXtVFrheTkZLy9vWnbti1+fn5IKRk6dCj9+vUDYMCAAQw1ZNuIj4+nZMmSpgQNRowZxnx8fGzWe+PGDbp160bnzp3x9vYmNTUVgGHDhtGqVStmzpwJqH10t2zZwq1blmNXQCVG6NmzJ/v376ddu3YYE13klmckLi6OJk2aWG1riextLY1Do9FoNBrN40PI77GciL3Fe93qUrKY9V2X7AoJmtf9g0s3Uvhmz4OdUdZGrRVWrFhBq1at2L17N0WLFsW4j25UVFSOvwDbt28nJSXFlLkru4wxY8ZY1DFixAi8vLxMrxkzZrBq1SomTpzItm3bcHZ2Jjg4mPXr15ORkUFkZCRnz541pasdNGgQGzdutDqO6OhoPvnkEyZPnkyXLl04dOiQRXkAb731Frdv37bY1hrZ25obh0aj0Wg0mscHKSULQk/zTDkHejaybQ9557JJdG/ozKKwM8TeKMCg2Two/MA03SNz98/lRPyJApVZt2xd3m3+rsXrlStXZtmyZXh7exMQEGAqL1KkCNevX8+xR2xwcDBjxowhODg4R9raM2fOUK9ePQD8/f1JS0tjz5493Lx5k+DgYBYvXmy1j1evXqVChQqsXr3a5CHu3LkzERER1KpVi5YtW/Lhhx+asp2Zo23btgCEh4ezf/9+pk6dypQpU8zKCw0NxcHBAWdnZ4ttLZG7rTGrWPZxaDQajUbzr8TM9liBRwIZ2njoA+9KblycXCxeCz1xhWOXb/Jx30bYFRIW6+Xm/W712HH8CnODT/Bp/8Z3XM/MzKRQoYL1rWpPrRV69erFhAkT8PHxYdy4cWQYNlNzc3MjKCgINzc3U93IyEimTJnCzp07rco8ffo04eHh+Pj4EBoaarVuZGQkCQkJtGzZkuTkZCpXrgxA2bJliYtTqeyKFy9u8oxaQ0pJUFAQZcqUwd7e3qy81NRUPvzwQ+bMmWO1rTkstc09Do1Go9Fo/pUYwhWzcz7x/APvhjksGdZGL22VMsXp3aRyvmRWLVuC4c8/w4bDFzn8R8Kd16tWJTMz8266a5HHxlNrzaN6v4iJiaFr16706dOHQYMGsdKwmZq7uzuBgYH4+voSFRVFdHQ0165do2/fvqYY2qpVqwLK6ExKSsLR0RGAwYMHA1CtWjVSU1MZMWIEJ0+eNOls3749U6dOJT4+nrFjx7Ju3ToAHB0dTcZrUlKS6YNw7tw5ky5rCCFYuHAhH3zwAf/73//MypszZw6jR4/GycnJatv+/fvfId9S29zj0Gg0Go1G83jw8+nrHPkzkVnertjb5d8POrpdTX749S9mbD7G+lGtESLL03v5svndEe4F7am1QkBAABs2bMDOzg5XV1fTIjB3d3cOHDiAu7s7ACEhIUyaNImwsDDGjRtHSEiISUb37t1zGHQODg45dCxevJiwsDDTa+rUqaSmpvLSSy8xe/Zsqhu202jatCkRERGAiuV1MUxjrFmzhp49e1odx9y5c1m+fDkAiYmJODk5mZW3Y8cOFi5ciJeXF0eOHGH48OFm25rDXFtz49BoNBqNRvN48HloDM6litG3aZW7au9YtDDvdKnD4T8SWbnvQt4N7hFt1Fph/PjxBAYG4uXlxf79+01xqy4uLtSuXdtkqIWEhNC+fXtAeVqzL4jq2bMnW7Zs4cqVKzbr/fbbbzl06BCzZs3Cy8uLoKAgevfuzYoVK5g4cSJr1qyhR48enDp1iosXL9KoUSOr8l5//XVWrFiBp6cnGRkZdO7c2ay88PBwk3HduHFjAgICzLY9duwYU6ZMyaHDXFtz49BoNBqNRlMwpKSksHnzZtN5cnIyW7duLRDZv2Q6sv9cPCPa1qBoYbu8G1igj3sV2tUpz4zNx/j1wp1hCAWJsJTx4UHj4eEhjbsLGLl06RKVKtm20u5R5q+//iI8PJyBAwfek5yEhAS2b9+Op6cnzs7OfPXVVwwcOJBSpUoViLxHhSflvms0Go3mCcPfX70sIYTa4zX3sSVxYf74e1mRZ0GvcYFZcnIyLi4uBAYG8t577+Hr68vJkydZtmzZPffPb9Jqjpcoz5532t+RPcxE4h+wah64VoHrp9Ur8U8Olnoaj0GbwOEpAG78ncYLCyO4nZrB5rHPU6FUMQoVKkR6enqei8WEEL9KKT2sVjLw2MTUPs5UqVLlng1agDJlyph2LAAYOXJkgcrTaDQajUbzaOM8z5m45Dhe2fQKTzs8zdixY/n666/JyMjgs88+u2Nr0bvhyJ+J7MkszXttalg2aC8dhiVdIT0FdgGlq8JTz0L11rgf2wQLmkC7KeDxKqVL2NO92V8E7izP6FWHWP3a/Vk4ro1ajUaj0Wg0moLAmGLWeGzgVNwtnIrbU6FUsfzJc3GBC4ZY1MBAOH+euOQ40+W45DjGjR9HjRo1kFLSo0cP6ta1nvErLzIyJf8JPoET6QxqaWE9TNJV+H4QOJSH/iuhXG0okpUabNGWsYy5dgG2vg2/LoWus0nPOMHHfdvxxndRzNxy7J76aAlt1Go0Go1Go9EUBIa0stnDBW7cTqPXgggypeQFt8oMb/MM9SraGDZ44ULOcAEzODk54evry5dffnnHepe74aOfjrP3zHVmF/4Tx6JmzMSMNPhhKPx9DV4NgUpZe9AavcgAH5aoQGz/lfyxxo9qy19kMgBf0KVEUW4eKsJMJPyxD1xa33OfjWijVqPRaDQajeZuCQw0uwetkZ3H4/gnPZMeDSuy9bfLrDv0F8/XLMewNs+QdLsIsTdSKFQI7AxG69Wkf7icmMKlG7e53GYQaVuPM9LzWcpY6YK/vz+Ojo737KVd9csFvo04xyvPueD76wHzlbZNgQsR4P11DoMWyOlF/vsK1OtFHXkDX+wpj6AEgg9avMGh6AsgV3Hqpj331uOcaKP2AXH+/HnTNlwFxdmzZ6lRo0aBytRoNBqNRmMD2UMD/P2zvLS52PpbLM6lirHAtwm3UtJZtf8Cy/ae55WlBwA31u62nLSpUMuXIPwsZ64k8Q1gKZ9X+fLlmTt37t2PBYiIucbUTb/Trk55pvSoD9dd7qx0ZDX88hW0HA1ud+5Zb44UAUtJM51P6zKLps+nIt9dTfFK9e6pz7nRRu0DYO7cudSqVavAjdoff/yR8uXLF8giNI1Go9FoNPnAhtCA5H/SCT91Fd/m1ShUSFC6hD2jvWoy/Pka7Dp5hWWH19Kz1gtkSElmpkRKSbmSRalYujgVSxejQllHloWf5sPNx1jZuBt+Bdn/IkDU9/D7BlLi/yLjWhE+d6xAx2pNsDtyElpWgLO7oYgjFHGAW5fhx/+DZzyh04f3pLqsQxEEKutYQaKNWiskJyczaNAg4uPjqVatGsuXL+eVV17h77//Zs2aNQwYMIBixYoRGBhIfHw81atX5+rVqxQrlhUIbsww9u67+c+INnr0aLp160avXr0AGDZsGMeOHaNHjx5MmTKF8ePH8/LLL9OrVy9KlixpUc6NGzcYMGAAGRkZODg4EBQUxLfffmvaNzYxMZEWLVqwePFis3oB4uLi6Nq1K4cPHzarY9GiRXfIW7hwITVq1DB5kxcsWEDDhg3z/T5oNBqNRvNYYXBi7Tp5hX/SM+nmmnPbzCKFC9GlgTORV68xsEU1y3KqVeWVNs+y+yV/ZnZ4jRZxt/LXj9yhEYWB39bBb+vh7ZKwYQQZpapwJKkCzsRT0+48dnuCLQgDSleDvoFgd/fmY3p6OoULF7Z4fi/o5AtWWLFiBa1atWL37t0ULVoU4z66UVFROf4CbN++nZSUlDu20lixYgVjxoyxqGPEiBF4eXmZXjNmzABgz549xMbGmgzL9evXk5GRQWRkJGfPniUmJgaAQYMGsXHjRqvjWLVqFRMnTmTbtm04OzsTHBzMqFGjTMkS2rRpw2uvvWZWr5G33nrLlFbXHObkRUdH4+vrayrXBq1Go9Fo/hUYDMmtR2Mp51gED5eydyfn/HkKyUzm1SuEY2lHxn13GKR9vtqbOBMKox1h7avw10Hkr6nsbx9Ex/TPGZz6DsmvhmH37jmYHAfjjsBru2DoFhi4BvougRe+gFeDTXvP3i2urq6cPnMagJgzMdSrV3AhCNqotULlypXZsGEDMTExBAQE0KxZMwCKFCnC9evXsbfP+mAFBwczZsyYHNnEAM6cOWO6Yf7+/kyePBlPT08aN25MbGys2TS5aWlpvPbaa7i4uLBp0yYAwsLCTHvKdu7c2ZTitmXLlha9p0ZGjx5Np06dALh69SoVKlQwXbt48SJxcXF4eHiY1QsQGhqKg4ODTQkassvbt28fmzdvpnnz5gwbNoz09PQ822s0Go1G8ySQkpbBrpNX6NLAGbtClqJhbaOCSOfjlxpxIvYWZdKG5q/x3/GwYSSs8IYMCS+v47jvPgaV/oB+P2VgV7gwy15pjns1w1I0+2JQ9hmo7A4uz0PtLuDaB9z9oHTlexqHQzEHKrauSJvX2iCRvD3tbfr3ty021xYem/CD2I8+4p/jJwpUZtF6dXGeNMni9V69enH79m18fHxo164dn376KQBubm4EBQXh5uZmqhsZGUlERAQdOnSwqvP06dOEh4czY8YMQkNDzcbDLl++nPr16/POO++wYMEC/vjjD5KTk6lcWX2YypYty6FDhwAoXry4VQ9qdiIjI0lISKBly6xNjxcuXMioUaMs6h0xYgQffvghGzZsoHfv3nnqyC6vWbNm7Nixg4oVKzJ48GB++uknXnjhBZv6qtFoNBrN48zuU1f5OzWDbq4VC0Re+7pPM6RVdZZFvsjtjF9JsTtkvYGUwAn4ohmkJEKbt4jvPY+P2z9N0IG9lHq6BtNfaMDAFtWwtysYH+fTDk+bdkAwHjs5OOFQ3IGSxUtS2K4wN5xukLguESREhESw9NTSAtEN2lNrlZiYGLp27cqRI0e4evUqK1euBMDd3Z3AwEDc3d0BiI6O5tq1a/Tt29cUQ2ukePHiJCUlmc4HDx4MQLVq1UhNTTUbfnD48GFef/11nJ2dGTRoELt27cLR0dFkvCYlJZGZmQnAuXPnqFq1ap5jiY+PZ+zYsSxZssRUlpmZya5du/Dy8gIwq3fOnDmMHj0aJyenPHXklteoUSMqVlRfZg8PD1PIhEaj0Wg0Tzpbj17GqYQ9LWrcZeiBGd7vXo9UcZ5yqRMoJB1yXAs8Egg3L0P0Gtg0BuY3ArZCmeowIpwUz0kM8ZnODwf/ZEhrF8K+fp0hrV3MGrTdu3c32Sv54Y8Jf7Bj6A5mdJ5Bs2eb0XFtR6qUr0LJ4iW5dfsWF+IusHfYXt4e/zYAo0aO4qmn7i2cITuPjafWmkf1fhEQEED9+vUZMmQIrq6upKSkAMqoffPNN/n444+JiooiJCSESZMmMXHiRD744ANCQkIYPnw4oD4Y69atY8iQIQA4OOT8EBoXZ2Xns88+4+zZswAcPHiQ6tWr06RJEyIiImjZsiVRUVHUqVMHgDVr1uDt7W11HKmpqbz00kvMnj2b6tkynOzZs4cWLVogDKs2a9aseYfeHTt2EBoaysKFCzly5AjDhw8nICDArJ7c8vz8/Jg8eTKurq5s3LiRSQ/hHmo0Go1G86D5Jz2Dncev0K2hs1mjMXuSgq8OfkXsW7E2yS1mb8f1Ip9S8Z/5lEzvyQ37ILidCL8upcfez+Hv8YaKTvBMG0isC8O+h0J2TF8fzdGKtfhmUFM61X8aUpLM6rh06RK7du3Czs6OBQsWULp0aat9klJyPP44G09v5KdzP3HjnxuUKFwCD2cP+tbuy8j/jSQlNSVrDIWLMWHCBBYsWMCECRNsGretPDZG7cPAuLvA0qVLKV26NN999x2RkZG4uLhQu3Ztk4EYEhLCvHnzAGjfvj0LFy40GbU9e/akf//+dOvWzWa9w4YN49VXX+X7778nLS2NtWvXUrJkSdq0acOlS5fYunUr+/bt49SpU1y8eJFGjRpZlfftt99y6NAhZs2axaxZsxg1ahT9+/cnJCQET09Pq3qNIQ8AXl5eBAQEcOzYMVavXs3MmTNz6Mktb+rUqQwcOBApJS+88AIdO3a0+T3QaDQajeZxZe/p69z6J91i6EHuVLf5IbXQGW4XOkit9Db0L/wjfOoKqbdIcqpC+ecmQI228LQrFLJT++cWsmPNwT/5bv+fjNkbRKc5PazKnzt3Lq6urmRmZvL555/zwQcfWKy78fRGVhxbwamEUxQpVIQO1TrQu2ZvmlVshn0hte5o6Nqhd7QrU6YMCQkJ+Rq3LQhp3GPtIePh4SGNuwsYuXTpEpUqVXpIPSo4/vrrL8LDw+95P9mEhAS2b9+Op6cnzs7OfPXVVwwcOJBSpWxMt/eY8KTcd41Go9E8YWRLf4sQOfepzWZPvf1DFMG/xXLwg44ULWx3hxgxPefCMTktD1ssm97K/oX4SDrjSwp2ZGDXsC88Nw7/kxvw9/K/o91vr02gz6K9eLiUYfnrz2GXmWG2z6B+f11dXRkwYACOjo4sXbqU06dPm/XW7riwgwlhE6hXth59avWh6zNdKV30znr5Hmvu9kL8KqX0sKWujql9AFSpUqVAEiSUKVOGfv36mXYhGDly5BNn0Go0Go1G8ziTlpHJ9uNxdKhXwaxBe9dICVFB/IYj/UQSKzLdeS51Mune30BFN7NNbkg7Rq36lbIORfh8QBPsZKZVFRs2bOD111/H0dGRcuXK0bt3b7Zu3XpHvdjkWKbtnUaDpxqwqvsq+tftb9agfdDo8AONRqPRaDSaAuKXs/Ek/p1Gt4Z3uetB7oQJAFWfgqBBcGIzx8hgKClcFH9TQTbgp99iecHtztnNzEzJxLQaxN5IIWhEK55yLJqn6lGjRiGEMCWMWrx4sWmdjJGMzAwmR0wmLTONuZ5zsbfLx7659xntqdVoNBqNRqPJCxcXmD5dTdtbSXu/9bfLlChiR9va5fMvXwh45ZWc8o/9D65/CjHboNMMXnJw5LTI5HahfWTaXWZR2Blyh5JKKZkTfIKdmU5M6VE/aw/a6tWVDiHUcS4KFSqUw4jNfQ6w9Pel7I/dz/vN36d6qTtlPEy0UavRaDQajUaTFxcuqBAAKdWxGdIzMgn5PZZ2dSpQzD6foQfm5O9bBGv8oHQVGBEOz43n0ttxTGs7DemfybzeXTh++SbhMddMYqSUTP/xGF+Hn8XPLo7BrbIZnufPw7RpSkf2bGM2cvTqURYeXkgXly70rpn33vUPGm3UPiDO38WH524wbsml0Wg0Go3mwbIn5hrXklJ5sXEBLHY+uhaC34O6PWH4TqhwZzrZF5tU4ulSRfkq7AygQg4mbThK4N7zDD+xkxkfDUMUKmTVs2wryWnJvLvnXcqXKM8HLT+4w4ObL4xe6Ty83vlFG7UPgLlz55oygN1vFi1aRHh4+APRZQuXL19mx44d3Lp162F3RaPRaDSagsPMVP76wxdxKmGPV50KeTTOgxp2KrVt9eegz7dgIW61aGE7hj3/DJFnr3MlwYG3fojiu/1/8ka7mkze9CkiD89yfpj9y2wuJl1kdpvZ974ozAav992gjVorJCcn4+3tTdu2bfHz80NKydChQ+nXrx8AAwYMYKghmDs+Pp6SJUuaEjQYMWYY8/HxyZfuuLg42rRpYzpPS0ujV69ePPfcc6asYObKZs+ezeeff27KOGaJP/74Ay8vL9q3b8/rr7+OlJJp06aZMpvVrVuX2bNnm9Vh5LfffqNTp04WdZw6dYr+/fvz888/07ZtW1JTU83q1Wg0Go3mseP8eWWUTZsG589zKyWNbb/H0rNRRYoUvgfz6uKv0L8ElK8DA1aDfTGr1X2bV6NkscJsO1iH9Ycv8lbn2rzVpQ734Ee9g32X97HpzCaGuQ6j6dNNC1BywaKNWiusWLGCVq1asXv3booWLYpxH92oqKgcfwG2b99OSkrKHV7SFStWMGbMGIs6zKXJTUhIYMiQISQnJ5vqLViwgKZNm/Lzzz+zdu1abt26ZbascOHCdOjQgZ9//tnq2BYvXsyiRYsIDQ3lzz//5OjRo0yfPp2wsDDCwsJwdXVl8ODBZnWAitmZOHEiaWlpFnVER0ezdOlSpk2bRo0aNTh37pxZvRqNRqPRPPLkschq62+x/JOeiXeTKnev49ppWPUSJEt4eS0UzztFfcli9gxp5UJ6hh1TetTjjfa17l6/Gf7J+IeZ+2ZStWRVRriNKFDZBY02aq1QuXJlNmzYQExMDAEBATRr1gyAIkWKcP36dezts6YDgoODGTNmDMHBwTlknDlzhnr1VByMv78/kydPxtPTk8aNGxMbG8vixYtNhmRYWBhTp07Fzs6OoKCgHHvQhoWFmTzEnp6eHDx40GwZQMuWLTl8+LDVsc2aNcvUr+vXr1OuXDnTtQMHDlClShUqV65sUcfSpUtp166dVR19+/alevXqbNmyhYSEBGrWrGlVr0aj0Wg0jyx5LLLacOgiLk+VwL1a3oaoWSrbwUpD2vuVf0Mpy1uCuTi55DifF+3FxaIjeS30WZznOd+dfgss+W0JF25eYEqLKRS1y3tbsIfJY7NP7Z41p7j2p/k8xXdLuaqOtOlX2+L1Xr16cfv2bXx8fGjXrh2ffvopAG5ubgQFBeHmlrXZcWRkJBEREXTo0MGqztOnTxMeHs6MGTMIDQ01m5TBXEKF5ORkU8rasmXLEhcXZ7YMoHjx4ty+fTuP0SuCgoJo0KBBjgxe8+fPZ/r06Rb1Xr9+nZUrVxISEkJISIhV+UlJSaxZs4bq1avnCCo3p1ej0Wg0mseRS4m32XfuOuM71Mr3AqqyUsD/xsFwB8hIVx7ad61P8Q9tPDX7TVAAACAASURBVDTHedzfsSY3ZX7T7lrjj5t/EBAdQFeXrrSu3LrA5Jq83sbjAkJ7aq0QExND165dOXLkCFevXmXlypUAuLu7ExgYiLu7O6Cm2a9du0bfvn1NMbRGihcvTlJSljE+ePBgAKpVq0ZqaqrZ8ANzODo6mgzVpKQkMjMzzZYBnDt3jqpVq+Y5vrNnzzJv3jw+++wzU1liYiJXrlzh2Weftaj3vffeY/bs2Tk81ZZwcnJi2bJlpKWlceDAAYt6NRqNRqN5LHFxYdORS0gJ3k0q29xMSBgq7TmBAxxeCXv/gTf2Q2X3+9hZbN5tQErJrF9mYW9nz9vN3i7YPuSKRy4obPLUCiHKAk2Bw1LKa3nVvx9Y86jeLwICAqhfvz5DhgzB1dXVtAjM3d2dN998k48//pioqChCQkKYNGkSEydO5IMPPiAkJIThw4cD0L17d9atW8eQIUMAcHBwyKFj8eLFNvWladOmRERE0LdvX6KiomjZsqXZMoCNGzcya9Ysq/ISEhLw9fVlyZIlOXI6b9q0ie7du1vVu3v3bmJiYgA4cuQIU6ZMYebMmXfoGDVqFL6+vnh6epKYmIiTk5NFvRqNRqPRPPKYMQjlkCFs+CycptXLUP0phzvbmKGYhJ8oQTsK8zPplB8RDv4NoWjJAu6wGXJnK7PAqYRT7L+0n/eav0eFEve4m8MDIk9PrRCiDLAZaA7sEkKUF0J8K4SIFEJMyVbPprLHifHjxxMYGIiXlxf79+/Hz88PABcXF2rXrk11g8s8JCSE9u3bA9C+ffsccbU9e/Zky5YtXLly5Z76MmTIEKZNm8b48eM5duwYLVq0MFsWERFB+fLl84xVnTNnDn/88Qdjx47Fy8uL3bt3m8bi6elpVe+pU6dMMcCNGzdm5syZhIaG8sUXX+TQ8c477zBp0iTatGlD8+bNqVOnjkW9Go1Go9E88pgxCH+/dJNTcUn58tL6U5R2FGYkt2nD3+DsWoCdvHeKlyzOz/E/U/+p+gyoM+Bhd8dmRF5bKgkh2gL/SCn3CSHmAQeAblLKoUKIJcBsoCHwQl5lUsoYS3o8PDykcRGSkUuXLj0RMZd//fUX4eHhZuNn88OlS5eIiIigS5cuJi9n7rJPPvmEsWPH2hQacC967ydPyn3XaDQazZPPh5uPsTzyPPsndaSMQ5G8G1w8RMY3XiwljdeEmgGW06SKMTXaZNmPbUBMzxnHe6/yZv8ym+9OfMd3Pb6jQbkGNrezuW9G/P3Vy1p7IX6VUnrYoivP8AMp5W6DUE+Ut7YssMZweRvwPNDExrIcRq0Q4nXgdfh/9u47PIqqe+D4d3bTC2mQhISQAAESeu/VBqiooAJKEcSOyE9FbPgCFkRFEbGAoiAWmoioqIhKUXoLnSSUhBrSe93d+f2xoafsJrOp5/M8PGxmZ+6cfX1JTu7ce455jWlN1aBBg3IntAABAQGXKxEUd+y5554r930sua8QQghR2xmMJtZEnKd/c1/LElpDPvw8kYuoTCa39PPLo4ybsSLiI1h6bCkjwkaUO6GtaBZtFFPMW/mGAymACpwrfCsZ8ANcLTx2DVVVP1dVtZOqqp3q1atX1s8ghBBCCFHh/jueSGJmHkM7WLj0YMtcuHiIJ8klTcvuCEWJiYFFi4otQVaUPGMer215DX9XfyZ1mGTT8GzBoqRWNZsAHAB6AM6Fb7kVjpFp4TGrScep2kX+ewshhNDK4ojFRRws4lgZrd53Dg9ne/qHWbCRKv4YbH4XWg7lZ8WgWQwlsnBT2CXz988nJj2G6d2n42pv2aa30vi5+hX52hYs2Sj2oqIoYwq/9ARmYV5KANAWiAH2WHjMKvb29mRmZkqiU0uoqkpmZqam64GFEELUXjGpMUUcLOLY9UJCrnQPK6YE1rnUHNYeuMCQ9oE42ulLHs9khJ+fBgc3GPRu6fevBEeSjrDo0CK+Xq6jx50ToF8/GD4cjMZyjRs3OQ51msq0vtOImxynTbDFsKSk1+fACkVRHgEOAT8BmxVFCQAGAd0wL0n414JjVvH29iY5Oflya1ZR89nb2+Pt7V3ZYQghhKjNYmOv3WRVhC82nwTg0T6NSx9v5+dwdhcM/QLcqt5yywJTAf/b8j+8nLxo5VMfXnkKevWCJ56AP/+EQYMqO0SLWLJRLAW49epjiqL0Kzz2rqqqadYcs4Zer0fW2gohhBCiKknMzGPpztMMaR9IoKdzyScX5MA/b0LordD6fpvE4+fqd7mTWFke8X918CsiUyKZ238uDr8tufJGYiK4arMMoSKUqU1uYaK7oizHhBBCCCGqs6/+O0W+0cST/ZqUfvKpzZCfCd2eLHbWt7ziJscxfeN0pvebbvW1x1OOM//AfAaGDOSmhjcBS2DiRMjJAW9v6N5dkxhDPEOKOFjEsXKQNrlCCCGEEBZKyyngm22x3N66Po3ruZV+QeRv4OAOIb1KP7eCGU1Gpm2dhpu9Gy93ffnKG/PmwZEj0LkzzJqlyb3GthtbxMEijpWDJLVCCCGEEBb6ZlsMGXkGnrJkltZkgsg/IPRmsHO0eWzWWh65nAOJB5jSeQreTtftZ9HpwMsLqtG+pjItPxBCCCGEqG2y8w18tSWG/s3r0TLAgg6bF/ZBZhw0r3obreKy4pi7dy49A3pyZ+M7r31z4kRwcTG//v77ig+ujCSpFUIIIYSwwLKdZ0jOymdC/1DLLoj8HRQdNL3NtoFZSVVV3tr+FibVxNRuU1GuXuurYR3fiibLD4QQQgghSpFvMPH55pN0aeRNpxALS09G/gENu4NL1SpVuT52PRvPbmRCuwk0cG9Q2eFoRpJaIYQQQohS/Lj3LHHpuTxt6Sxt6mm4eLDKLT1Iy0vj7Z1vE+4dzqgWoyo7HE3J8gMhhBBCiBLEJmXx9u/HaBvkSe+mdS27KPIP89/NqlZS++HeD0nOTeaTmz/BTlez0kCZqRVCCCFEjeM/258Zm2agzFDwn+1f5nEyHZx5dMluFAXmjWh/7frTkkT+Bj5Noe6NM7tXN0i4/Do4+Epr3uDgMsdbkt1xu/kh6gdGh4+mhU8Lm9yjMtWsFF0IIYQQAi532Lr+tTVMJpXnb3+WEwlZLHm4Cw19XCy7MDcdYv4zN1woQtzkuBsPxsSY/54+3fzHSkU2N7hKvjGfGdtmEOgWyFPtnrJ6/OpAZmqFEEIIUastjlhc5PGP/olmXfMevHp7OD1DLVx2AHDibzAVVOh62iKbG1zli4NfEJMew2vdXsPF3sLkvJqRpFYIIYQQtVpMaswNx/44FMeHf0Vz78G/GNczxLoBI38HZ29o0MX6YDRuHQvmVrgLDy7kjsZ30DOwp+bjVxWS1AohhBCiegsJubIeVYOkMLJuMM+tiKBtkCdvrfvE8nW0AEYDRK2DZgNAX4ZVnhq3jjWpJmZsm4GrvStTOk/RdOyqRpJaIYQQQlRvsbGgquY/sbHlHu7DXg/iaKfj89EdcTIWWHfxmR2Qm1plSnmtjFxJREIEL3R64cZWuDWMJLVCCCGEEIUKjCb+C2nHwFb++NVxsn6AyN9A7wBNbtI+OCtdzLrInL1z6Fa/G3c1uauyw7E5SWqFEEIIUTuEhMCMGSUuU9gTm0KGoyt9X3rC+vJaqmpeTxvSCxzdNQm5PN7e+TYGk4H/dfufdUsoqilJaoUQQghRO1iwTGFTVAJ2OoWeDww0n3ep1JYlEo5B8gkIu0ObeMvh79i/+fv03zzZ9kmC6gRVdjgVQurUCiGEEKLW8p/tz8Wsi8zYNAM/Vz/a26+kY7AX7hdM1g929Ffz380rN6nNyM9g5o6ZNPdqzpiWYyo1lookM7VCCCGEqLWubsyQmFnA0Qvp9G1er2yDHfsFGnSGOvU1iq5s5u6dS2JuItN7TMdeZ1+psVQkSWqFEEIIIQAnYwcA+jXztf7i1NNwYT+E3alxVNbZF7+P5ZHLeTDsQVrVbVWpsVQ0SWqFEEIIIQBnU0d83R0Jr1+GTV7HfjP/HT5Y26CskG/MZ/rW6QS4BjCx/cRKi6OySFIrhBBCiBrHz9WvyNfFnqfqcDF1oG+zemWrFHDsV6gXBj5NrL9WI18e+pKTaSd5tdurNbYVbkkkqRVCCCFEjRM3OY5Fdy9CnaYSNznOfDA4+ErnscJSXXGT45jWdxq7xiagqK70a16GpQdZSRC7pVKXHpxMPckXB75gUMgg+jToU2lxVCZJaoUQQghRI41tN/baAzExMG1akaW6NkYmoNcp9Gpa1/obRf0OqgnCKyepvdQK19nOmSldanYr3JJIUiuEEEKIWm9TVALtgzzxcC5DtYCjv4JHENRvp31gFvj+6Pfsjd/L5E6TqetchqS8hpCkVgghhBC1Wk6eHQfPpdGvLKW88jLhxD/mhguV0LVrd9xu3t/9Pv0a9OOe0Hsq/P5ViSS1QgghhKjV8rLNm7v6Xl3Kq5g2ujc48TcY8yplPW1cVhzPb3qeBu4NmNl7Zq1ohVsS6SgmhBBCiFrNlBtGXbdEWgbUuXJw7FjLLj76Kzh7Q8PuNomtOPnGfJ7f+Dy5hlwWDViEu0MZypDVMJLUCiGEEKLWMppUNkcncFOYLzqdlTOdhnyIWmfeIKav2JRq5o6ZHEg8wJx+c2js2bhC711VyfIDIYQQQtQe1y0rOHA2ldTsAvo2K8N62ph/IS+twpcerIxayaroVTza+lFuCb6lQu9dlUlSK4QQQoja47plBRsjE1AU6NO0DEntsV/B3hWa9NcmNgscSjzEzB0z6RnYkwntJlTYfasDSWqFEEIIUWttikqgXZAnXq4O1l1oNMDRX6DpLWDvbJvgrpNdkM2Lm1+knnM93un9DnqdvkLuW11IUiuEEEKIWiklK5/9Z1PLtvTg5AbISoDWw7QPrBjv7X6PMxlneKvXW3g4elTYfasLSWqFEEIIUSv9ezwRVaVsSe2B5eDsBU1v0z6wIvxz+h9+iPqBca3G0dm/c4Xcs7qRpFYIIYQQtdLGyHg8Xexp08DTugvzMsylvFoOATsrly2UQWJOItO3TifMO4yn2z1t8/tVV5LUCiGEEKLWMZlUNkcl0rtpPfTWlvI6+isYcqDNcNsEdxVVVXlty2tkG7KZ1XsW9voytPGtJSSpFUIIIUStc+RCOomZefQr69IDz2AI6qp9YNdZHrmc/879x3Mdn6OJZxOb3686KzWpVRTFQ1GU3xVF+VNRlNWKojRXFGWtoij/Kory/lXnfakoyjZFUaaWdEwIIYQQorJtikoAoHezutZdmH4BTm0yz9LauC3t6fTTzN49m56BPXkg7AGb3qsmsGSmdiTwgaqqtwFxwDbgDVVVewMNFEXppyjKUECvqmp3oLGiKE2LOmarDyGEEEIIYY1NUQm0DKiDr7uTdRce+gFUE7SxfdWDOXvmoFN0vN7jdRQbJ9A1QalJraqqn6qqur7wy3qAC7C38Ot4wAPoB6woPPYn0KuYY0IIIYQQlSo9t4A9sSllr3oQ0AHq2naubu/Fvfx1+i/GtxqPr4uvTe9VU1i8plZRlO6AF/AmME1RlMHAQOBvwBU4V3hqMuBXzLHrx3xMUZTdiqLsTkhIKPOHEEIIIYSw1NbjiRhNqvVJ7cUjEHcQ2o6wTWCFVFVl9u7Z+Dr7MqblGJveqyaxKKlVFMUbmAc8rKrqm8DvwCPA16qqZgKZwKV2Gm6F4xZ17Bqqqn6uqmonVVU71atXht+WhBBCCCGstCkqAXdHOzoEe1l34cEVoOih5VDbBFZoXcw6DiYeZGKHiTjbVUy3sprAko1iDsBK4GVVVWMLD0cADYEPCr/ew5XlBW2BmGKOCSGEEEJUGlVV2RSZQM/QutjrrSgCZTLBgZUQejO42W4iLt+Yz4d7P6S5V3MGNx5ss/vURHYWnDMe6AC8qijKq8BnQAvMm8eyC8/5CfhXUZQAYBDQDVCLOCaEEEIIUWmOx2dyPi2XiTdbmZjGboH0s3DrDNsEVmjpsaWcyzzH57d+jl6nt+m9appSk1pVVT/DnMiWdE66oij9gFuBd1VVTQMo6pgQQgghRGW5VMqrj7XraQ8sAwc3aH67DaIyS81NZcGBBfQK7EX3gO42u09NZclMrUVUVU3hSrWDYo8JIYQQQlSWjZEJNPV1I9DTirWqeRlwaDW0GgIOLjaLbcGBBWQVZPFcx+dsdo+aTDqKCSGEEKJWyM43sPNUMv2aWzlLe2gVFGRBh7E2iQvMjRaWRS5jSOgQmnpJaf+ykKRWCCGEELXC9pNJ5BtN9G1mZd3XPV+Dbwto0Mk2gQHv7X4PB50DE9pNsNk9ajpJaoUQQghRK2yKTMDZXk+nECtKecUdhPN7ocMYm7XF3Xp+KxvPbOSxNo9Rz0VKnJaVJLVCCCGEqBU2RSXQvYkPTvZWVBXY8zXoHaHNcJvEZDAZeHfnuwS5BzG6xWib3KO2kKRWCCGEEDVeTGIWMUnZ1nURy8+GAyugxV3g4m2TuFZEruBE2gkmd5qMg97BJveoLSSpFUIIIUSNd6mUl1WbxI7+DHlp0OEhm8SUmpvKJxGf0K1+N/oH9bfJPWoTSWqFEEIIUeNtikogxMeFYB9Xyy/a8zV4N4GQXqWfWwafRHxCZkEmUzpPQbHRet3aRJJaIYQQQtRouQVGtp1Ism7pQUIUnN5qsw1i0SnRrIhawbBmw6SEl0YkqRVCCCFEjbY7JoWcAiN9rVl6sPdr0NlBuwc1j0dVVd7d9S5u9m5SwktDktQKIYQQokbbGBmPg52Obo19LLvAkAf7l5pb4rpZWdPWAn/G/sn2C9uZ0G4Cnk6emo9fW0lSK4QQQogabVNUAl0beePiYGfZBcfWQnaSTTaIZRVk8e7Odwn3DmdY82Gaj1+bSVIrhBBCiBrrXGoO0fGZ1q2n3b8U6jSAJtpXJPgk4hMSchKY2m0qdjoLk2xhEUlqhRBCCFFjbS4s5WVxUpudDCf+gdb3gs6KJg0WiEyO5Puj33Nfs/toU6+NpmMLSWqFEEIIUYNtikwgwMOJUF83yy44sgZMBmh1n6ZxmFQTb2x/Aw9HDyZ1mKTp2MJMklohhBBC1EgFRhNbjifSt7mv5XVgD60Cn6bg31rTWFZHr2Z/wn6e7/Q8Ho4emo4tzCSpFUIIIUSNtDc2hYw8g+VLD9IvQMx/0Po+TWvTpuSmMGfvHDr6dWRw48GajSuuJUmtEEIIIWqkTVEJ2OkUeoRaWMrr8GpAhVb3ahrHB3s+ICs/i6ldp0rnMBuSpFYIIYQQNdKmqAQ6BHtRx8nesgsOrQL/NlBXuw5fZzPOsub4GkaGjyTUK1SzccWNJKkVQgghRI0Tn5HL4fPpli89SD4F53ZrPku7MmolOkXHqBajNB1X3EiSWiGEEELUOJujEgErSnkd/tH8d6uhmsWQb8xndfRq+jboi7+rv2bjiqJJUiuEEEKIGmdDZDy+7o60DKhj2QUHV0FQV/BsqFkM62PXk5KXwvCw4ZqNKYonSa0QQgghahSD0cTmqAT6Na9n2cas+KMQf1jz2rQrIlfQ0L0h3ep303RcUTRJaoUQQghRvQUHm0twKQoEB7P3dCoZuQZuCvO17PpDq0DRQct7NAspKiWKvfF7GdZ8GDpF0q2KIE2HhRBCCFG9xcRc8+WGP45hp1PoGVq39GtV1ZzUNuoDbhYmwRZYEbkCB50Ddze5W7MxRcnkVwchhBBC1CgbjsXTOcQbd0tKeZ3fB8knNa16kFWQxS8nfmFgo4F4OnlqNq4omSS1QgghhKgxzqfmcCwug/5hFlY92Pct6OwhXLtOX2tPriXbkM2w5sM0G1OUTpJaIYQQQtQYGyMTAOjf3IKlBOkXzEltuwfA2UuT+6uqyvLI5YR5h9GmbhtNxhSWkaS2MixeXNkRCCGEEDXShsh4Aj2dCfV1K/3krfPAZIBez2l2//0J+4lKiWJ48+HSEreCSVJbGa5b0C6EEEKI8sszGNlyPJH+YRaU8spKhN1fQev7wbuRZjEsj1yOm70btze6XbMxhWUkqRVCCCFEjbDrVArZ+UbLlh5s+xgMudD7ec3un5ybzLqYdQxuMhgXexfNxhWWkaS2qgoJuVJzLySksqMRQgghqrwNkfE42Ono0aSUUl7ZybDzC3Nd2nrNNLv/T8d/osBUwLBmskGsMkid2qoqNtZcOw/Mia2FsrJg1ChIToaGDWHJEqsuF0IIIaqtDZHxdG/sg7ODvuQTdyyA/Ezo84Jm9zapJlZGrqSjX0dCvUI1G1dYTmZqa5hvvoHu3WHTJnB0hN27KzsiIYQQwvZik7I4mZBF/+allPLKTYcdn0HYneDXUrP7bz2/lbOZZxnefLhmYwrrSFJbwwQGwurVEB0NCxdC586VHZEQQghhexuOxQPQr7T1tLu+gNw06DNZ0/svj1yOt5M3tzS8RdNxheVk+UENM3gw5OTA0KHQvz/MmQP6Up7CCCGEENXdhsgEGtd1JaSua/En5WfBtk8g9FYIaK/ZvS9kXmDz2c083Oph7PUWdDETNiEztVXE4ojFmowTHQ0DB0JEBCQkwLffajKsEEIIUWXl5BvZdjKp9FnaPYshO0nTtbQAK6NWoqoq9ze7X9NxhXUkqa1oISEwY8YNVQ1iUmM0GX7hQvPyA70eWrWC3FxNhhVCCCGqrO2nksg3mOhX0npaY4F5lja4FzTsqtm9C4wF/Bj9I30a9CHALUCzcYX1Sk1qFUXxUBTld0VR/lQUZbWiKH6KovymKMpuRVEWXHXel4qibFMUZWpJx2q9S1UNVNX8GvCf7c+MTTNQZij4z/Yv1/CTJpkblvXrBzt3wujR5Q9ZCCGEqMq2Hk/EQa+jSyPv4k86+AOkn4OekzS9999n/iYpN4lhzaWMV2WzZKZ2JPCBqqq3AXHAcOA7VVU7Ae6KonRSFGUooFdVtTvQWFGUpkUds9WHqO4uZl284bUKmEyq1WMFBMCGDbBxI6xZAy5S+1kIIURNUkQd9y3Hk+gQ7ImTfTGbSFQVtswF3xbQ9FZNw1kRuYJAt0B6BvTUdFxhvVKTWlVVP1VVdX3hl/UAd6CVoiieQBBwBugHrCg850+gVzHHhIUm3jWFYQu2UWA0VXYoQgghRNVx3RPPlKx8jlxIp2dJDRei/4SEo+ZZWg2Lt59MPcmuuF3c1+w+9DrZlV3ZLF5TqyhKd8AL+BYIBp4BjgLJgCtwrvDUZMCvmGPXj/lY4TKG3QkJCWX9DDXOP8cu8mt4H3bHpvDphhOVHY4QQghRZW07mQRAj1Cf4k/aMhfqNIBW92p67xVRK7DT2TEkdIim44qysSipVRTFG5gHPAxMA55QVfV14BgwDsgEnAtPdysct6hj11BV9XNVVTupqtqpXr1SiiVXdVq1tVXteP2XIzRJOsMdbeoz759ojtRrpFWUQgghRI2y9UQirg562jTwLPqEM7sgdgt0nwAalttKy0tjdfRqBoQMwMe5hIRaVBhLNoo5ACuBl1VVjcU8W9taURQ90BXz8s89XFle0BaIKeZYzVXEBrCyqGO4m5ikbKYd/Ik3x/fDMz2ZF+55waplCO+//z7R0dFljkEIIYSoSkoqe7n1eBJdG/tgry8mpdnyITh5Qocxmsa0PHI52YZsxrUcp+m4ouwsmakdD3QAXlUUZSOwHfgcSAO8gaXAT8BoRVE+AIYBa4s5Jorg52pemaFXvfE0PsAt4X702f4HXp99xFtP3sJh74bM32j5MoT169dz4oQsWxBCCFEzFFf28oK7DycTs+jRpJiZ0sRoOLYWujwKjm6axZNryOW7o9/RO7A3zb2bazauKB9LNop9pqqql6qq/Qr/vKOqaktVVd1UVb1VVdVMVVXTMW8M2w70V1U1rahjtvwgVdbixaWeEjc5jml9p/FM+N846lx47c5w8xtjxzKgpT93tQ3go3+iOXoh3baxCiGEENXI1oZtAehR3CaxrR+BnSN0eVzT+/50/CeSc5N5uNXDmo4rykez5guqqqaoqrpCVdW4ko7VOjExFp0Wn+LKj/vO8WifRgT7XNvib/pdLfFwtueFH/ZLNQQhhBCi0Jbgtni7OhDm737jmxlxsH8ZtBsJbtrt2zGYDCw+vJi29drS0a+jZuOK8pOOYhUtOPjKhrLgYMBcj3ZfVFP86jjyVL/QGy7xdnXgzXtacehcOh//c7yiIxZCCCGqHFVV2RrSlu6NfdDpiijTtWcxGPPNG8Q0tC5mHecyzzG+1XgUDcuDifKTpLaixcTAokXmDWWFs7jf7zzNhRR7Xrk9HFdHuyIvG9iqPkPbBzL372hW7ztbcfEKIYQQVdCpxCzi3OsWXcrLZIS9S6DJTeDTRLN7qqrKl4e+pIlHE/oG9dVsXKENSWptKSQEZsy4sczX2LGXX249kciMXw7TM9SHu9qW3DP67Xtb072xDy+sPMC/0VLXVwghRPVWUlWD0mw5UViftqj1tMf/MrfE7Ti2zOMX5d9z/xKdEs3DrR9Gp0gKVdXIfxFbKqXM17G4dB5fsocQH1c+fbBjqY8xHO30LBjTkVBfN574Zg+HztXOvXdCCCFqhuKqGlhi24lEAtLjCfEpoh/87kXg6gvNby97cEX46tBX+Lv6M6jRIE3HFdqQpLaSXEjLYdyiXbg46ln8cBc8XCwrCF3HyZ6vH+6Cp4sDYxft5HRSto0jFUIIIaoWk0ll24kkusceuHFCKO0cRK+D9qM0bbYQER/Bnot7eKjFQ9jrtBtXaEeSWlsqYlMYQHpuAeMW7SIj18CisV0I9HQuYZAb+dVx4uuHu2AwqYz5agdJmXlaRy6EEEJUWUcupJOSXUDP2P03vrnvW1BNmjdbWHhwIR6OHgxtOlTTcYV2JKm1pZgYmDbtmk1h+QYTjy/Zw/H4TOaP6kiLgDpWDXlp/VGorxtfPtSZuPRcnlm2D1VVtY1dCCGEqKK2XVpPG3vg2jcubRBr3B+8tWsxfzjpMJvObmJ0cvXOcwAAIABJREFU+Ghc7ItY7iCqBElqbe3qDWLAnL+i2HYyiXfva0OvpsUUiy7B1euPOgZ78dqdLdhyPImlO8+UM1AhhBCiethyIpHG9Vzxz0y69o3jf0P6Wc03iM2PmE8dhzqMDB+p6bhCW5LU2tpVlQ4SM/NYvCWGu9sFMLRDA6uG8Z/tjzJDYcamGfjP9r98/MEuDekVWpe31h7hf2/OYu/evZffmzp1KqdOnSr3RxBCCCEqTCmdOPN1duw8lUzPoqoe7CncIBZ2h2bhHE46zMazG3mo5UO4OWjXare2yz16VPMxJamtQAs2nSDPYGTSzU2tvvZi1sUiXyuKwttDWwPwZ3Q6L730EgCnTp3iyy+/xM/Pr5xRCyGEEBWolE6cG5p0IjvfSJ9m13UJSz8PUX9A+5GabhC7NEv7YNiDmo1Zm6n5+Vx8exanhgwl458Nmo5ddKV/obn4jFy+2R7LPe0CaVxP29/0gjwdea+nyvb8FBav3UJ9FyPfnY/ihRdewMVF1v4IIYSoOb7sdDeBns70b35dUmuDDWKXZmkntp8os7QaKDh/nrPPPkvu/gN4jRqFa6+emo4vSW0FWbDpJAVGlYllmKUtVvp5WP8/iFrH7Xnp3O4Ebt1deX19Eg4JMfw5qK129xJCCCFsafp0c8Oiq7++zqFzaexs2JpXe4Rgp7/qYfPlDWL9wLuxZiHJLK12MjZu5MKLL6EaDAR+OIc6Awdqfg9JaitAfEYu3xbO0jaq61ru8RQV2P0VrJ8GxgJoOwJCenG+TjsWFRwjd919jOrshsvvEyH4P3DxLv+HEEIIITTiP9v/8lK6+bvnEzc5zpzEXv2niPMeCPoD17xshncJunbAkxsh7Qzc+rpmMcosrTbUggIS5s4laeGXOIaH0+DDOThcVeZUS5LUVoD5G09iMKk8c3Noucdqpur4HCf49Vlo1AcGz738W2kA8MqddrwYP5eh9zeA7Q/BmqdhxHfmWrlCCCFEFVDcPpGSzkvMLOCX/ecZdfAv6jjdf+2JB38ARw9NO4jJLG35FVy8yLnnnidnzx48hw/H75WX0Tk62ux+slHMxuLTc/luRyxD2wcS7FPGWVpVpb2q4x3Vkf240gY93PUxjPn5hscsI7sG07RZM1Zc8IVbpkPkWti1sNyfQwghhCiTkJArjYgKy1z6uV7ZxHz165K4G+7AqKqM2/PztW8U5MDRXyB8MNg7aRKyVDwov8z/tnDqniHkHj1KwHvvUX/GdJsmtCAztTb36cYTGEwqT99k5SytyQTn9sCRn+DoL+zFDSMqP2Dg/8jlQofRRV6m0yn0DK3LLxHnMYx8AruTG2Hdq9CwG/i3Lv8HEkIIIawRG2tuQgSXnxrGTY4DYPrG6UzvN73UIRTVETfDIG5t4Udwaty1b0atg/wMaH2fZiHP2zdPZmnLSDUaSfj4Y5LmL8AxtAmBc+fi2Fi7dc4lkZlaG4pLy+X7nae5t4OVs7QmIywdDl/eAjsWQN1mjCcHPzIZoeQQp5TcPaxHEx8y8gwcPJ8B93wGzp7ww8OQn1XOTySEEEJUnEuzuK7Gm9BTh/G9iugSdugHc23aRn00uee289vYcm4Lj7V5TGZprWRITOT0w+NJ+mw+HkOGELJiRYUltCBJrU0t2noKo0ll4k1WVjz4+3WI/hNueg1eOA6jfuArpYCkUpLZS7o39gFg64kkcKsHQz+HxGhY/YQ5YRZCCCGqgbjJcRhfM9HI4WFaB3rQpZE3BAdfWc7QNAii/oRW94JOX+77mVQTc/bMIcA1gBFhIzT4BLVHTkQEp+69j5yICOq/9RYBM99C5+xcoTFIUmupUjqcXC+3wMiKXWe4rYUfQd5W1Io99CNs+RA6PQx9JptnWa3k4+ZImL/75d7YNO4HA96Coz/Dn1OtHk8IIYSoLJuiEkjPcmZ8r0YoimJuzqCqMG0aLJ8JxjzNlh6sPbmWo8lHeabDMzjqbbv+s6ZQVZWUpUuJGT0Gxd6ekGVL8bx3aKXEIkmtpYrocLI4YnGxp689cIGU7AJGd7OibMXFw7BmAgR1hYHvWB/jVXrkXWRXTDJ5hsKZ2e4ToOuTsP1T2PZpucYWQgghKoKqqiz87yTuzkZub13/xhMO/gBeIRDYsdz3yjPmMW/fPFr4tGBQo0HlHq82MOXmcuHlV4ib8Tqu3bvR6IeVOIWHV1o8ktSWQ0xqTLHvLdkeS5N6rnRv4mPZYDkpsGwkONaBYUvAzqFcsfXIPEuewcS+06lXDg54y7w7dN0rcPinco0vKk5WFgwZAn37wujRV/ZbCCFETRYZl8EDX2xny/Eknu7XEge761OWLDi1CVrfr0nZyu+Pfs+FrAs83/F5dIqkR6UpuHiR2AdHkvbTT9SdMIGg+fPRe1r/dFlL8l/NBg74h7L/TCqjuwWbH5WUxmSEVY9C2llzQuvuX+4Yuugy0SmF62ov0elh6BcQ1AV+fAxit5X7PsL2vvkGuneHTZvA0RF2767siIQQwnbSgxrxxq9HuP2jfzkWl8FbQ1rxSO+iNhtFmdvitir/0oPU3FS+OPAFfRr0oUv9LuUer6bLPXaMmGHDyY+JocFnn1Jv4tMouspPKSs/ghrom/Z34OKgZ2jHBpZdsGEmHF8Pg96Bhl01iaGOYqR1A0+2nUi89g17Z3hgGXgGwbIHICVGk/sJ2wkMhNWrIToaFi6Ezp0rOyIhhNBGiGfI5deqqrIm4hw3XQjkqy2nGN45iA3P92Nk12D0uqImiCLBrzX4hpU7jgUHFpBlyOLZDs+We6yaLnPTJmIfHAmKQvD33+Hev39lh3SZJLUaS83O5+fwPtzTPpA6TvalX3DkZ/h3NrQfbd4cpqEeTXzYdzqVrDzDtW+4eMPIH6AgFza/p+k9hfYGD4Znn4WhQ+GZZ8AoBSyEEDXE2HZjAcjKM/Ds8ggmLYuggZczayb0ZOaQ1ni5FrMUL/kUcEGTDWJnMs6wLHIZQ0KHEOpV/s6fNVnyd99x5smnsA8JJmT5cpzCyv8LhZYkqS0D/9n+KDMUZmyagf/swqUChSVGVvYbQZ69I2O6W7BBLP4Y/PSkeYH77bPLviaomMoMPZr4YDCp7IpJvvFN70bQfhTsXw7p58t2X1EhoqNh4ECIiICEBPj228qOSAghtHPkfDqD5/3Hz/vP89ytzVj1ZA/aNChlbeahVea/W91b7vvP3jUbe509T7V7qtxj1VSqwUDczJlcfONN3Pr2JeSbb7D3863ssG4gSW1pLrX3mzHjcnu/IntWx8Rg+t80vr1/Il1CvAnzr1PyuLlpsHykeTnAsG/K19qviMoMAJ2CvXHQ666U9rpej6fN65G2SzWEqmzhQvPyA70eWrWC3NzKjkgIIcpPVVW+2xHLPZ9uITPPwPePduOZm5sWs9Tgmgvh4Epo2N28lK4cNpzewD9n/uGJtk/g61L1krSqwJiaypnHHiNlyTd4jRlNg4/noXO1oqFUBZI2uaUpor2fn6vf5WT26p7Vm011iE3K5vnbmpc8pskEPz5uXs865mfwCLzmbaPRyJpZ88k4k4/OQcXOEaakjiZTn0G2Lpd8XT7/LFmGvaMD9s4O6NIy4NffAPM3CUWnp7XBiLODnvYNPa/dLHY1rxBoOQR2L4beZauJK2xv0iQYORIWLQIPD1i6tLIjEkKIqyxeDGPHWnWJqqq8uOoAK3afpXfTuswZ3o66bhbWhY3dAgnH4I73rQ71atkF2by9821CPUMZ3aLo1vO1XV50NGeemoAhLo76b72J573lnxm3JUlqy6C4ntXfGn2p6+bIwJalVC/Y/C5E/Q6D3oWQnte8dWJ/BJs+3EGOYzh6QzYmkwNqvh0N9e3MJ5jMf45uvfqqO+DXa29xIKcpnXr0pMfri/nw7yjSsgvwcClijW/PSeYWg7u/gt7PWfT5RcUKCIANGyo7CiGEoOgEtpinhSX55cAFVuw+y+N9GvPiwDB0pc3OXmIywh8vQZ0G0PZBq+97tfkH5nMh6wKLBy7GXmfBHphaJuOvvzg/5UUUVxcaLvkal/btKzukUklSWw5X79o8k5zN3yZPnu4SVEQtvatE/gEb34a2D0CXxy4fNhqN/PzuAi6eaIhq1xBf30MMee1JFJ2OrPQ02r/bEr98T1xNTjiZHHm24/9hyM3HkF+AeuQIhLcwdw387TeyVQcSA0awreVUPDeuRTU2YfupJAYUlWzXbwNNboLtn0G3p8q3DEIIIUTNVoYE9nopWfnM+PkwbRp48MKA5pYntAD7voG4g3DfInCwolvndaJTovnm8DcMCR1CR7/yN26oSVSTicRPPyPx449xat2aBh/Pw97Pr/QLqwBJasvh0q5NgEVbYtADD3ZtWPwFKbGw+jHwbwN3zrm8nOH00SP8/d5Gsh3CcDKcotujYbTs+czly+p4eXPSKY6TTnGXj/0y5qqe1NOnw8Tx5tdPm/8+9eKLbLgYSmZiG6ZkH2DbPveik1qAnv8HS+6C/Uuh0zhr/icQQgghrPLG2iOk5RTwzfiu2Omt2NqTkwp/vwENe5iXzpWRSTXx5vY3cXNw49mOUsLraoaUFM6/MIWs//7D4+678X99BjrH6tMuWDaKaSA1O59lu05zV4cG1PdwLvokQx6sHGtenzvsa7B3Jj0lme9fmMPaD2LIsWuCj9d+Ri8YRcuePYse43pFbGK7pJGzM6MWjMHLLQLVuSUBf8fz16Lvih6nUR8IaA9b55kf7QghhBDXCwkx/7xRlCs/c4o6VoLNIe35ce85Hu/bmBYBpWyovt6mdyE7CQbNKlcHsTXH17A3fi/PdXwOLyevMo9T0+RERHBqyFCyd+zAf8YM6s96u1oltCBJrSaWbIslO9/IE32bFH/Sn6/B+b1w9ycYPYJZ8958lj3/DykZbXEyxtB7tAsj3n4WB2v+D3RpE5uqml9fx8HRkQdnP4ex2RkAInfU56txC9i59o9rT1QU89ra5BNw7NcbxhFVw9y5c8nPz6/sMG4gbXyFqCWK+plTys+hq2XlGXhlwAQa13Vl4k1Nrbt3QhTsXAAdxkD9tmX8AJCSm8L7e96ng28H7g69u8zj1CSqqpL8zbfEjB6DYmdH8NKleA0fZllH1CpGktpyysk3snhrDDeH+dLMz73okw6vNv9j7PYUu2IdWTx+CWdPNENnyiG8RzzjvnqK1r17l3ifq6ssXP3aEv2GD+WDugoOznvI1wWw6xcHFj/yEZG7dl05Kfwu8G4M/30oWUkVNWvWLJKSiqlkUYmkja8QtVhhjXYUxfy60OKIxTec+sH6KM56+vP20NY42eutu8+6V8DeBW56rVzhfrTvI7Lys5jabSo6RVIgY2YW5557jotvvYVbr140WvUDzq1aVnZYZSb/Rctp5Z4zJGfl80S/YmZpk07AmonQoDOr9zVg948qBp0n9YOOMmbBMG66em1sCeImx6FOU5nWd9rl6gvFfTO5XssAD+xd63Cy9wCGTm+Lh0MEOUoz/v4ime+e+4Dc7EzQ6aHHRPNscsy/1v7PIGoxaeMrRC0WEwPTppknQwo3kfnP9mfcmnEoM5TLDYoizqSyaMspRu77ja6Nfay7R9Sf5lbyfV8Et3plDvVY8jFWRa1iRNgImnpZOVNcA+VGRRFz//1krPsT38nP0+CTj9F7eFR2WOUiSW05GIwmPt98ko7BXnQO8b7xhIIcWPEQuTiyZM9AzseG41BwlkFTwhj66gTrlhoUJSbG/I1k0aISd6TqdQpdG3mz/WQyvkENGfXRcwyYWB9nUySp2e349qnV7Pp9nbk8ims92DK3fHFVQ/IIveykja8Q4mrXNygyofDq6oPUc3fkxY2LrRvMkAfrXgafptdUDLKWqqrM2jkLT0dPnmj7RJnHqSnS1qwhZthwjBkZNFy8CJ9HHkHRVf+UsPp/gkq09uAFzqbk8Hifxje+aSyAVY9wOuY830W9RIbaAXd9BCM/HUHDsPAy3/PqMmKXWVD0ultjH04lZhGXZm5H1bhNW8YtfIaQlqcw6t3ZtVrHdy9+Sm77R+H4X+aSKbWIPEIvO2njK4QoyS/hfTh8Pp2XB4VTJz/buov/fR+Sjps3h9k5lDmG9bHr2XNxD0+3fxoPx+o9G1keprw8LvxvGudffAnn1q1p9OMqXLt0qeywNCNJbRmpqsr8TScJ9XXjlvDr1riajLD6cTZvPcsfCe+Rbx9EYONIxnzyHE4ubuW679VlxKzRrfBxz/aT167JvGPieO56tQ3OpqPmWdtv67M1u1Wtm62VR+hlJ218hajlSqp6oNrxfu9RhNevw11tA6wb9+IR+PcDaDMcQm8pc3i5hlze3/0+zbyacW/Tqt0Ry5byjh8nZvgIUleswOfRR2m46CvsfSunNXDC6Qz+/voIuVkFmo5bap1aRVE8gGWAHsgCNgKXCsR5AjtUVX1cUZQvgRbAWlVV3yy89oZjNcXm6ESOXkjn3fvaXFs42mQi74cJ/PC7B6kOr+GgJtPxHuhyx5OVFywQXr8OdZzs2H4yiXvaX9uWt37jxoxb+Axr533J2QgfIlL/x+E/VnNHlx0EBHWtpIgr1uDBkJNjfoTevz/MmWNO0kTppI2vELVcCU8L3Y0DOe1Vn0UDrWyyYDLCzxPBqQ4MeLtc4X19+GvOZ53nq15fodfVvm/sqqqSumwZF2e9g87VlQbzP8O9X7+Kj8OkEnMoif1/neZcVCr2jnqadfEnKLyI5ZtlZMlM7UjgA1VVbwPigFOqqvZTVbUf8C/whaIoQwG9qqrdgcaKojQt6pi1wRW1e7KqmL/xBP51nLin3VUJoqpyZP4zfLu2E6mOg3E1HebeWb3pcsfAig/wut+c9TqFLo18bpipvdodE8cz5OV2uBlPka8fxtqpe/jilw/ILrDycVE1VOseoV+qcWxhbcmSXGrju3EjrFkDLmVv8iOEqEEU1RmPguF0iz1Av2ZWbvDa+Tmc2w0D3wFXKzeWXSUuK44vD33JrcG30tm/9j2CM6SkcHbC08TNeB2XLl1ovOanCk9o83IMHNp0lu9n7OC3Tw+QlpBDj6GhPDSrp6YJLVgwU6uq6qdXfVkPiAdQFCUQ8FNVdbeiKGOAFYXn/An0AtoXcSz66rEVRXkMeAygYcMbO3HFpMZY/km0EBJypc5ecHCRm69UVWXJtli2nUzi1dvDL7fENRoM/PzyS8Sl3o5ibyIoNJq7Jk+quNivV8Rvzt0ae/PX0YtcSMsptkmEb2gIo754jP8mv8JhYx+UNSbe3fwsoWN7c2/ze3G2K6a5RDW3cCG0aAEPPVRLHqFfqi0J5SpiLoQQxaljuAc9XrwYuRBF94r5YAmVei5LiYW/X4emt0Hr+8oVw4d7P8RoMvJ8p+fLNU51lPnvv1x45VWMqan4vfwSXqNHV9hmMJPRxJljKURuu8DJ/YkYC0zUa+jOreNb0KSDL3prOslZweI2uYqidAe8VFXdXnhoAvBZ4WtX4Fzh62SgQzHHrqGq6ufA5wCdOnW6Zr+5/2x/LmZdZMamGfi5+l0pY2VLpfygz7VzYOoPB/hhz1luCvNldPcr/ziXPv0madyOU/5x+jzTkaYd77R9vFbq3uTKutoh7RsUe55Op6PPy+MInzmE31OmUC9jONnvHuXplg/SfdAdjGg+AjeH8q0NrmrkEboQQmhHp3pQxzCELN0W2u/daPmFqgq//h8oOrjjg3L90h0RH8Hak2t5tPWjBLoFln5BDWFISSF+1izS1vyMQ2gTgr74HKewsAq5d+rFbI78d57InXFkp+Xj6GJHeI/6hHWrj2+Iu80bOliU1CqK4g3MA+4t/FoH9AdeLTwlE7g0heeGeVlDUccsdn1JEC0sjlhc5o1WZ1OyefLBdzi45yyTbm7KpJubXl4f9P2E/5FGP9zyd/DAgmdxcHLSJF6thfvXwcPZnu0nkktMagGo15x6Xdoy8tTr7FTe4cCJYDqcmED2B/8xoutd3NHtfh5p/Qj2evuKCd7GLj1Cr7EWL7aoSoYQQmjBo2A4Co6k2n8DzLT8wgPL4cQ/cPts8Awq8/2NJiMzd8zE18WXR1o/UuZxqhNVVclYt464N97EmJZG3aeexOeJJ9A5lL1qhCWMRhMxBxI5tOkcZ4+loOgUglv5ENbdn5BWddHbV1xNAks2ijkAK4GXVVW91AOvN+YNYpdmV/dgXl6wHWgLRAJnizhWqcq0nCE4mK3BbXn67hcp8GnAwjGduKXFlWoHyya9RoqxP655uxk5/1nsHKtmQgug0yl0aeTNthLW1V6j5yT0kQPoPiiZ1qOH8t+Hf3Iyoyd37u5EwoHfeHjQON6/+QN8XSpn96SwQgl1jLWwa9cuAgMDCQiwcnezEKLGsTP54W4cRKb+Lwy6s5ZfmJ0Mf7wMQV2h0/hyxbAqehVHk4/yXp/3cLGv+Qv9Cy7GE/fG62T+9TdOLVvS8KsvcWre3Kb3zMnM5+DGcxz59xxZafm4eTnS9a5GhPcMwNWjnHX4y8iS9Hk85qUDryqKslFRlOHAAGDzVef8BIxWFOUDYBiwtphj1c6Of/YweuTb+Hi68vMrg65JaFdOfo2kvP645EbwwLwnq3RCe0n3xj6cTs7mXGpO6Sc37AZB3WDrx7jV92Tg7JEMHR+Etz4Vb9N99FrVgbErH2Tvxb22D7wW+/DDD0lPTwfMv4nPnDkTo406HJR1c+bHH3/M+vXrtQ1GCFHtmEwqXgWPomIizf576y7e+DbkpsKdc6Acaz9TclOYu3cuXfy7MCBkQJnHqQ5Ug4HkJUs4efvtZP37H74vTCZk+TKbJrTpSTlsXh7Fkpe3suvXU/g0cOf2p9ow+q0edLq9UaUltGDZRrHPuLJ29pLl152TrihKP+BW4F1VVdMAijpWYa563HppfS7A/N3zLV6fm5qdz/8tjyDIy5kfJ96Ku9OVR+0/vjKN+Mz+uOQcYsTcsTi6uWv9CWziUr3aHSeTGNqhlCUIAD0nwbIH4OjP0Ope/LuEcV+nZmx/dzX7TrVh6IZ6TE98nuG3P8KDYQ/afL2MrRkMBuzsLF5qXiF2795Ndra5AsWGDRv47rvveOmll2xyrwrfnCmEqFHm/BWFi6kbyfZfYFQsfCoI5pq0u740z9D6tSxXDB/t+4isgixe7vJytf+ZVJKc/fu5MH0GeUeP4tqnN/6vvYZDUNmXbJQm6Vwme/+MJXpXPIoCzbr60/7WhnjXd7XZPa2l2U9vVVVTuFLtoNhjNnd1BYPp0yEmpkzrc1XgpVUHSczMY9WTPS4ntEf++pmd3x0hy6E3zrnHuO/9YTh7aluSwpbC/N3xdLFnu6VJbbOB4N0Ytn0KrcxFq3U6HT1euhef5ZvZuN6bO4/8H/+kLeTALQd4pesr1bZby8mTJxk1ahRbt26t7FCuMXXqVPr06YOiKLz//vtMmzYNXQ1oZyiEqFl+2neOef8cJ0O/jgz9GssvVFX44yVwdIf+r5QrhsOJh1kVtYpRLUYR6hVarrGqKmNGBvGz3yd1xQrsfH0JnDsX99tutVkCf/54KvvWxRJzMAk7Rz1t+jeg7c1BuHtXvafTVWtKSgsalSpa3uY2/jgcx8uDwmjTwJOoTX+w7et9ZNl1Avv2uBu3cfescbjX9dco8Iqh0yl0tWZdrU4HXZ+E31+AM7sg6Eqdv+bD++DZOJLf5h+kY9xELq78gbvP3sWUbi8yqNGgavcbclZWFhkZGZUdxg3CwsK47bbbWLlyJZ6entx3X/lK3BSnUiqOCCFqhD2xKUxZdYCujbxZceEzsObb/7G1cGoTDHoPXMo+SWRSTczcMRNvJ2+eavtUmcepyrJ27OT8Sy9huHgR7zFjqDtxIno37WdKVZNK7KEk9q6L5cKJNJxc7ekyuBGt+zXAybXqbhCX6Z4iHI/PZMbNj9ErtC6DfTP5evxb/PWdjiy7DriZdjBovBNjFr6GR30LZjqroG6NfTiTnMPZFAubKrR7EBw9YPunN7zl17k5w9/sjw8J+BaMYNSfj7L+s294cv0TnM2wYoOAKNHUqVPJz8/n+eef12aWNjj4SvOFwrqRtqg4IoSoHFlZMGQI9O0Lo0dfmeuxhbMp2Tz+zW7qezgxf1RH/NyuNEvwc/Ur4UqgIBfWvQL1wqHTw+WKY83xNRxIPMDznZ6vcWUnTXl5XJz1DqfHjkXn4EDIsqX4vfyS5gltblYB+/8+w9LXd7D20wNkpOTSe3hTxszsQec7GlXphBaq4UxtWcpy+bn6Xf4hXdo/sDyDkWeW7sPZkMewhL/49b1wDHZdcDXupNf4bjTpMbWsoVcZV9bVJtOgowW7Qh3doOMY8xKE1DM3lFlxqe/DfZ8M5+CX69m3y4nQjEdx+P4Mc/6ZQsDQDjT2akKgWyABbgH4ufphr6va/yiqorCwML799ltGjBihzYAxMeblOdOnazOeEKJK+eYb6N4dpkyBRx6B3buhsw0aamXmGXjk693kGUwse6wzXq4OxE2Os/xn9fZPIDUWxqwBfdlTkrS8ND7c+yHtfdtzZ+OqVye+PHKPHuX8lCnkRR/H68EH8J08GZ2GrRtVVeXiqXQObz5H9J54jAUmfEPqcMvYcEI7+9msUYItVLukttSNLJdmoC69hsuPUadvnM70ftNLvPyd3yNJOxPFxOQLnMnvgaPpHB37ptB15KslXledNPdzx8vFnm0nk7i3o4WzzV0eNye1u76AW1+/4W29vR3tnhhE63EF7P/iTyL2utE49RHsP0sm0ZREPKfZpcsgT59FgUcODr18aNexF538O+HuUD022VW2kSNHlu3CS+vMZ8wotlOeEKJmCQyEr782z9YuXGi7+8z6/SjR8ZksHteZUN8rs6MWJbTp52Hz+xB2JzTuV644Ptr7Eal5qSzouqDaLX0rjmo0kvTlVyTMm4fe04Ogzxfg1qePduOr5iUGu349RXxsBvaOesJPftahAAAgAElEQVS616dl7wDqBVXPn8vVLqkt1aUf2EXMQoV4hhR7WUJGHq/dPQW/3xbxUF43sl0b4sFmhs6ZgIuXlT2rqzjzuloftlu6rhbMs7Phg2HPYugzxTx7WwS9oz0dnr6DNrl5RCxYx5moHHLzHckzuqJTGqLoXHHMsoN1cHzNafba/0Fq0zQa3dqZ+1reTx2HOtp8SK1Y0Dq5JOVp+KEZaYkrRK0zeDDk5MDQodC/P8yZA3q9tvfIzDPw495zDG0fSO+mZfg5+dd0MBXAbW+WK46DCQdZGbWSkeEjCfOumM5ZtpZ/5gznX3yJnL17cR8wAP/p07Dz8tJkbFVVOX04mZ2/niI+Jh13Hyf6PtCMZl39cXCq3mlh9Y6+FDlZWWxe8T0X9p7CmO6Bos9hTavZDHziSRxdzOtQVFXlh392cn75D3TyaE2e2gCd6QLtj75Nj827K/kT2E63xt78cTiOM8nZBHlb+Bij+wQ48hPsXwpdHi3xVDsnRzpNuotO1x03mUzE/d80ouu24kysjnzdLfif1JP3aR7L87/D0TOT8E5htBzQCxdfbf4Bl0txCaGFHbqqdImskJDKjkAIYSPR0TBwINx7L4waBd9+Cw89ZOUg13+fu+5J6M8R58nON/Jg14bWBxi1ztw9rPdk8G5k/fWFDCYDb2x/g3rO9ZjQbkKZx6kqVFUlbdUqLs58G3Q6At59hzqDB2s2+3zmWDI71pzk4ql03L2d6D8qjObd/NHbVZ8lBiWpskntGxdG4Z/dikz7WA67RZGWlIiHT90iz716NiwlIY41r3+EMS2QgkkbMdo1AZpgp0/HaOfM2Sh7Fk/8C33BYS64HMI3NxTVrgt2doOAs/i5b2TAm0/hXm9UhX3WytC9ifl/y01RCYzqFmzZRQ06Q2BH2P6ZuZZgGTYs6XQ6Arz1BPxvOADZF5M58esuTh48T5LBjYzcpuzcomPnf3twLUjE18NA/aZeBPUKx7tVSNUpZVUTHuGXlJSrCttPJvHz/vOYTCoPdGlI2yDPCgutqsrKMicIycnQsCEsWSKT36JqWrgQWrQwJ7KtWkFurpUDXHpKNW7cladU163FXzrvP8L83Wln7feG7GT4+RnwbQF9p1gZ2LWWRy43dw7r+1613xxWEB9P3PQZZP7zDy5duxLw9kzsNerSmHoxmy2rjhNzIBE3b0f6jWxOWPf6NSaZvaTKJrXuhjqY7Jpib9+Zdnnw3ct7cMw7Q6DOwNqoTxkw7lHs7M0bjmJSY8jPzWXZ1DfIS2pLvuMtOOouYG+IwMUzm9C+negy8E7Onohm8+KlFFxwp8ChDd50w+hgxCF3H2Gdnej9xCT0ttwiWoU083Mj1NeNNRHnLE9qFQW6PQWrxsPx9dCs/J1aXPy8aT1+AK0Lvz5z5gR/rl5B6pEU7I3BnM4I4dQBZzgQg0PBQXwcMvANcCSgbQMC+7bG0aN6fxOrEEWsM/9l/3m+3hpDo7quNPNzp6mfG3pTPXS44Grsh6uxLyM+346Lgx4FWLbrDO2CPHmoRzC3t66Po53GzzGriYrafCNEeU2aBCNHwqJF4OEBS5daOUApy5YOnk3j4Lk0Xr+7pfWziL+/CNmJ8OBysCt796n47Hjm7ZtHj4AeDAiuvp3DVFUlbfVPXJw1CzU3F98XX8T7oTEoGkzi5GYVsGvtKQ5tPIfeQUf3IU1oc1MD7Oxr5vfwKpvUTlr4CYsjFtMxyZljf20l76IeE4EU2PclZq+eRdtWodcfIahPMJ6HEliyaAV5zjfjaDpDvaCtDM3Nw+6NN64ZMySsBSGzzMfcXqvDQ6l92eNynB0ux1AfV+GJSZXxUSuFoigMaR/Ie+sirVuC0OJuWP8/c3kvDZLa6wUFNfl/9s4zPIqqDcP3bC/pbVMghA6B0A29iJTQm4CIKJ8gKoigCIJYADsqiCDSmyhKURQQ6SC9BghEOgHSSU92s32+HxtKIJBNSBA093Vtdnd2zpkzm9mZZ97zFoa8PoFMUyazImex+u93aJhcmU65bZGluJOWqyYhzosTcbkIG/bjak0luLxAnWea4lmjGFNgjxuFuT0U5AN8h3XlfFI2Y1efwEujICbVwKqjjtRr5VgMgIgNoySSb/t3oH2oDptdZM3RWJbtv8IbP5/go/V/827XmvSqX44DBw4QeJslYc+ePVSqVCnfsn8TDyv4powyHpTAQNixoxQ6znNbWnH4Kiq5hB71gorW/u91ELUSWo+HwHoPNJQvDn+BxWZhYuOJj21wmCU+noT3P0C/Zw/qBg0I+OgjlJWK745xA0OWmeg9cRzfdg2zwUrNFoE07lYJjZuiBEb96PLIilq4FT3Z8KlOgCM5vE+qnBdSIlDZ6pOraMW5fRLkVESUXMfNbTv9v34XhUpVaKoivSyb2T7rS3kPHm165onaXyPjeP2pqs41ksrhiaGwbTKkXgTvyqUyNnelOxObTKRPtT58fOBjJl2fS53wOkxsPJHyeh9id58iITqFxCSRU4n+nJp+Dl9xN9UbeVPz2dYoXNSlMi7AcWxNnux4fPDBw02LVZjbQyHWFaPFxms/RqJVyFg7ojl+birS9WbOJWXTbvEgAAzSfdiFTHrU++Bmu8HNK/J80xD2Xkzhy01nmfjrKZpX8eHQoUPs2rULFxcXzGYz/fr1Y/PmzQ9P1N4p8h8wsK8wHkbwTRllPNIMHozeZOW3yDi61gnEXV2EFI36FFg3GvzrQKu3HmgY++L28WfMnwyvN5xgt8fPoCFaLKT/vJLr06YhArp338Xz2QEPbJ1Niskiakcs548mYbeKBNfyplnvyngH/TdmNR9pUXsniW8lMmnnJMbmpeU6uW8Xx1b8icFuoN+X7+Hu3f+fHeBjRpCHmiaVvPg1Mo6Rbas4f6db9xnYNgWiVkGb8aU6xhpeNVjaaSnrLq5j2tFpPLP+GfpV78fIp0dSM68cb0rUZaJ+PsilBA17jik4cGg7/sp0ytf0pErn+rhVKlxgWSyWu97L5fc4Wd8QscUUs/9kRoQp66M5m5TNkv89gZ+bo8Shp1ZB40re5Mg23retRCLQsqov5Tw1tJ+2i5nbLjBh6FA+/fRTGjVqxI4dO2jSpAm1a9d+GLvi4E7RWsqZHkok+KaMMh5z1p2IR2+2MSC8CGJSFGHDm2DMhBd+dxhIikmOOYePD35MBbcKDKk9pNj9/BOIZjMZa9eSOncelrg4tM2a4j/lQxTlimjxvg2bxc6FY8lE7Ywl6XIWcqWUWi2CCGsThKd/yVcbe5R5rETtndRp1po6zVozaeekewaRlXGLgsRUr/pBvL0miuPXMqgf7GS2AbdACGnhELWt3y4R8XA/oScRJPSo0oMng59k9vHZrDizgk0xmxjdYDS9qvbCJ6wiT4ZVpLXVxsW1+/h7VzxJBjdiT6nZf+oMrpbdBPja8KnggXcVHT51K+XLrJCamkqDBg1YvXo1AH/++SczZ85kw4YNTo//RolZuFXg48b7OUfmkPhWYr51xm8d/9DL0G44mcCPB6/ycutKtKnuV+x+KvpoGRAezIpDV3mxRUXGjh3LtGnT0Ov17CiV+c4SwMlsFYXxwME3ZZTxL2DFoatU17nSILgIAWKn1kD0b/DU+6CrVextZ5mzeHXLq8TnxDO3/VwU0sdjOl00m8n45VdS583DEh+PKiwM3Xvv4tK6dbFdJ7LTjJz+K47ovfHkZltw91PTol9VajYNQKF+rOVdsXns97qsXr3zFJReqlNYAO//dpq1kXHOi1qAsL6w7nVIOA6B9UtlbHfipnBjfPh4elXpxScHP2HS/kmsPreaz1t9TrBbMBKZlKpPt6Tq0y2xW23E7znF5b/OEXvNxvk0X85lSOFEJqyJRGHJxkWix01rx8NHRTXfYJbOnIfdamPi2xN49dnBXN16DFOlppiXbsVutWGr3Rn7txsQbXZsMVLsU3/Fbrdjt4oMv9gbo82ISWJEUECaPZ1cSS56qRG9NJfE/dF4xcvRShoRq44p0TK0zlh+r9qVjF9zkvrBHrzVofoDb1PnfxSFTMeXm87yxSuvMHHiRGrVqkW9eg/mI1dqlJAbwgMH35RRxkMmKiqKsLCwwld0klNxmZyIzWRSt1DnxVh2EvzxliN7TrPix65kGDMYtmUYFzIu8FWbrwgPCC92Xw8T/YGDJLz7LpbYWFR16+A/6QO0LVsWS8yKokjsmXSidsYSczIFgAphPoS1CaJ8DS8EyePpW1xSPPaitowHw00lp12ojnUnE3i3ayhyZ8vhhXaHDWMganWJiNqiUN2rOksilrD+0no+P/w5r259lR86/4CH6pbVQCKTUq5NXcq1qQuA1WAk5VQMqWfiSL+SRkaKiSy9hLgcN2KMLjQKGcSsVeOQyZSo5RpyL9Vi3eUMaP8R7AeQQPMxEJW3AVVzuHRrTN7Kp/ONseKNr1EErLBmaSIjWAqAkGVDZk5h5bAfcNGKuHmrULurULooUbqqULprULhr8054omM23WYHQJZlQ3k1GaWHFpmLGolEQkzaZcxZekxZBswe5bDsj8aUbcBSqQnm5dsx5hjZftWNF2yXqJKq5dfhlzFa5VhQICACIhLszLUuQ8QOoh2w88PQFQiICAIIiEgESM1NwS5asJDNs5LLpFz1J1Jp5LNJH9GkTYuS/Uc/gpRa8E0ZZZQSERERHDt2DJ3u/iXineWnw1dRyiT0qu9kNUpRhHWjwJILPecUuxRuSm4KL21+iWvZ1/im7Te0CHr0zzd2o5HkadNIX/Y98grBlJ8/D22LFsUSs6ZcK2f2J3BqVxwZSQZUWjn1O1SgVstA3HxKMYbkMeOxF7U3/GzvKn9blljeaXrXD2LDyQR2nb1Ou1AnT3xqT6jawSFq208BiZPRMiVUslUQBLpV7kZ51/K8uOlF3tj5BvPaz0N+Dz8tmUaFf3gN/MPvrjZjSEjl+kk3tkWFcOTcScY+N4aW9c0oXVWoJo5DsWwRUrkMoVtXpNu3IpVLkSxagGTkSKRKGVK5DIlSwWe7PmF07dcwZxnotKA9LlY1rlZfvC3huNoqoLCbkHEdT1sgGqyYpX7EZrtgydVA7I3RWIDMvEdBPAmfnHK8FO1I7RZ8JS2Zv/KgY1n/pbA0b7ai/cewB0CFWlUTRDspuXpU5KKVW1AoLIgieQ+Ra5lxCEjyHlLkEhV2EUSzBbtcgU0EqeCCTJAil1VEofDEEzi+1YiM+pw4n8SF+StwVVtx81TgEeiGV2U/vGtVQBtYCu5BZeV/yyijUOx2O3a7/f4rFRRgWUAqQIPZytrIeLrUCcBd46RP7Imf4NxG6PAx+FYr1j4k6ZMYunkoSYYkvn3qWxoHNC5WPw+T3BMniB8/AfPly3gOHIjfmDeRaJzMMnQbqXE5RO2M5eyhJKwmG7qKbjw1uCZVGvr9a9NyPQiPnai9X6nbfBTiP6fT6u7ygfyv0qqaL95aBb9GxjkvagHq9IWzGyBmD1Rq7VybOwJ5bvczveF7WhTq+dVjSvMpTNg9gQ8PfMjkZpOLfBesCfCmQoA3n303jcGDBzN+6ee3ijw8dxRa1XG8Tr0MdSo5XmulEJzfL9WmkeCat+ywRwwe1mdxs/ZCxM7IJ0N5e39DRMGAp3kYbrbuLB/SmBZVfTAkp2NIysCUkYMpU48pKxdzjgnRLoIgOGpczJgBo0djNVoxL12OpXtvLEYbVoudeEMslf0qIlfKkK/4HvlrL6PQKpG/M47EL77mkx0XeaJ2EO+92BqpLdvh1xa1CpJOg3s58KgAHsGMPjidHER0COgQ6BfaH7avBzcTuEhAmf97zbYoSbA04lRqMFp1CFa5H9lGJdcNLlyzuEMycDwT1pxEZjWgJRtXpQ21VoLGVY7aQ43WxwWtnzue1cvhUq6IZTYLCgor4EJcRhllFEJBv6U7UgECrD+RQI7JyrPOBohlxjly0gY3hSavFmto17Ku8fLWl0kzpjGn3Rwa6BoUq5+HhWixcH32bFLnzkOm0xG8eBHapk2L1IfNZudS5HWidsaScCETqVxC1Sd0hLUOwq/CI1ZK/hHjsRO1JRU1fkM8FWjl/Y8hl0roVjeQHw9dJTPX4nyKlmoRoHBxCCRnRe0d3O5bWlw/066VuhKTGcPck3Op5F6JwbUHF6uftm3bcvXq1fwLiyGSLl7Pwd/0JUqxCjnSrWTIv2dsxxTGHTAAkCFfitpen7GrVfw5qhXufp6FlwQe1gmG5mUnGNkVDt9y5py0cxKD2/R1vBnfG/p/B+YcTG+c4IvLZ/EPNDEu/DrSNYPgwlZHrXWfalCrJ2QnQvpluLSTr1Hd7DMdEZKjHZFQT/UDFx18PJ3/tRNJQsQdqCM38XZNDR4XN+MnpiIiIIT1hdZvY1YEkBZ9lbTzCaRfSyfzei7ZeoFUoxqTxQV7lhziAOxAOpCeJ3xzcFVZcfOQ4eKtxsXPFZdAL9wr+KEt7wd2EZvJjM1sw652x34lEZvZit0jEFvkBeyr/sT2/Q/Yez+N3WLF9sdh7O++hyQtBeV3P6Lx0KA+sBu5u/bRqU5XRhmPKnfMeK46eo3KvloaVnAi/kIU4feRjvNNz9nOz+bdxumU0wzfNhy7aGd++/mE+Zacb3BpYI6JIW7sOIxRUbj36oXunQlIXV2dbq/PMHFqdxzRu+MxZJlx81HRtHdlQpsFonIpfraI/xKPnagtCKettyXc9t9Ez/pBLNkXw8aoBJ5x9i5croaa3SD6d+j8JchVhbcpJYbXG05MVgzTjk4j2C2YtsFtS6bjAqwV90IU4adDV5m8LhqZ6Euy4kNypQfvXk8wkaL4CnX2DN7//RQznimeT/JdVu7Be+AZNXzlmOJTvqJijn60Y+V1gGsANH4Z6vRz5Im83aItinhPluICJCFiEkB87bBjnSWOogx0/pwl7W81+QkrE55bzcET8UxZsZ3ltY5S/cxPcGo1ijrP4N96LP5N7v4/2O12LBk5ZMemoE9IIycxg4y4TDJTcsnOEUjN1RBrcYMUCZwFSMt7nMnf0fO/wKfRjtf9v4e5N25InoSfUm+tF35HGc4JhxHsVuQ2IzLMKAQLcokdhdyOUnW7FdkVjZ87LuV8cCnvi8pFiSAIrF+/nvDwcPz8ip9BoowyHgtum/G8kqrncEw64yKqOzcbdmwpXNzmuDZ4VSrypnfH7mbMrjF4qbz4rt13VHR/8IIEpYUoimSsWkXSp58hKBQEzZiBW8cOTreNP59B1M44Lh+/jl0UCQ71JqxNEMG1vJH8xwO/isq/QtQ+iPX2n8oX+qhRt5w7lXy0/BIZ57yoBQh7Gk6scJTNrdmt9AZYCBJBwkfNPyI+J57xu8ezsMPCh3pXn2Ews/N4ZZYmRdG8ijc/xw7EJqTdc32z5AKvP1WVaVvO0a6mjm51i16s4IagdRdhbE4GzG4MITJoPZ4Y0Y+vtlwkvFogg5pX40qqkQqNu9zbWiIIyF38uFqIS05BbjtdwgKYvbMCI1PKs+n18Qj7voHDC+Dkz9D8dXhyYr6clBKJBKWXG0ovN3zqFHyxsxpNZMckkXU1mez4dHKu55CbZUaQgFQqQSIRkMgkCGeikdYNQyKVIJFJkMikSM78jaRenbz3MqQTxmH7dCqmLAOm7xZg7NkPs8GKyWjDbBYxWySYbRL0NiVmkwqrXgOJcLsVGc4jiDYUopFv/nyfrvW70rhmOAoXJSp3NSpPF2QaFYJchlQhd4xDKqA4sg9Vp6dQaeWOh4schUr62FY/KuO/yy/H4hAERxrIQkm/ApsmQsVW0KjoeWTXXljLpH2TqOpZldlPzcZXU0TXpIeINT2dhPfeI2frNjRNmxD42WfICwnKs9tF0hP0xJ5NJ3pPPGnxepQaGXXalqN26yDcfYvue1uGg3+FqC0x/qX+eM74rd4om/vVlnPEphso5+nkj6piG9D6OlwQ/kFRC6CSqfim7Tc898dzDNsyjLnt51LHt06pb9duFxmy9AjXkj2Y0KkGL7WsxI8f3lvQ3mB4m8psP5PMu2tP0SjEkwD3okWwuokwADkfosQbAeoOgIGzMU4Zx4vf7MaUIeGTAc8xa8FcRo8eTXp6Oq73mQpLfCux0PRgBbntSCQC/2sewrjVJzmQLKNpx4+h2UjY/iHsmQ5X9sHTixz+u04iUynxrBFceOnjSSfhjR53LIzI/7b/AejX0vH6pQg4uuq+XVoMuRiuJpMdl4I+MR19chaGNAO5WUZyDTYkNgvWrGzSYzOwytRYZRZsMss9evOBmSfyLREk5AlcBSqt7KbYvf1Z46rA1UeFm48auaIsGKSMfxa7XeSXyFiaV/Yp/Dx1/SysfB4QoMe3UAQ3H1EUmR81n5mRM2kS0ITpbabjonh0K2Hl7NlLwoQJ2DIy8Bs3Dq/BLxRYEcxuF0m4kEHcuQwSL2WSdCkTs9EGgG+wK08OqkHVJ3Rlv/USoEzU3s6/NHraWb/V7vUC+WrLOTadTmJICyeneqQyqNUbji4BYxaoStCJvRgJ833UPiyJWML//vwfw7YMY067OdTzK93cqb9GxnH0SjrNa1/h5dYOYe9MIKJMKmF6/3p0nrGbbjP3MKVHbTqHBdx7QzYrxEdCKwUs7EgqrsgQ+AsrozFyrMcs0H/LtC3nuHRdz/KNM9B++wLffPMNUqmUWbNmMWHChPvuS3FmLvy/9Cc5J50gltBv6SyuTfkAXP0dF7RKTzrKYs5pAT2/g+qditz/w0auUeNeowLuNQq+sZ0d8SttR0fQvkULrElJWBITMSddx6bXY881YzOZsBvNWA1GcvcfxqD1xJCqx4ICi0yLRa7FonDB6uqNSeOBXu6CWVBhtkmxi3dbcDVuCtx81Lj5OkSuu4/a8d5HjdZd8Z/PS1lG6XPkSjrX0nJ5s30h2QuOr3BUDZNr4Jnl4OH8rJ/VbuWjAx+x5vwaulTqwofNPrxnNpt/GrvJxPVp00hbugxFlcqUnz8PVY38mXVEUSQlNodzh5I4fygRfaYZBPAOdKFquD8BldzQVXLH3VddNnNTgpSJ2jJuUsFbSzWdC1uiE50XteAoxHBoLvy9DuoPLLkBFfMmw1/rz+KIxQzZNIRXtr5SOsI2L4Ai22jh041nqB/sQZWglJsf37BoFmb5rOijZc2rzRi35gTDfzhGRC1/pvSodbOE7U0qS2FaDdBfhzZKsJn5DDObsLIHGwhgs4ssb9CV+bsvMbBxMC0+P8GaX39FoVAQHBzM9OnTee211+5rrXWGXGsuZrsZURQRBMEh3gXIkW3GzdyT6OQ4DPYEYrJiyBFyMLUdgenUGsybXsF0sg5iYAMEqQKJIEEQBKSClGDXYKp5VaOqR9V/xDJzLc3AptOJVNW50rqac1OdUhcXpC4uKCtXvvdKef7YoihiTb6O5dpVzNdiHc9XL2O+dhXLtVhsaWmIgE2qxCLXYlZ7Ya9cB3P5Gpg8AjGgIOF8JucPJd0MUgeQKSR4+mvxCtDiFXjr2dVLVSZ2yygx1hyNRauQ0rGWf8ErmA2wcSxELocKLaDPAnC7zw36HegtesbsGsPeuL28FPYSr9V/DYnwaAZyGs+dI/6tsZjOnXOk6hr7FhLVrfN1Vmou5w8nce5QEmnxeiQSgeDa3jQP11Ghlvd/ttLXw6Ls2y0jH+1DdczZdYkMgxkPjZPlB8s1cqSFilpVsqL2AfDX+rOo4yKGbh7Ky1te5rt23zmVCsaZ6lzATQvyN9vOk6o3sWhwI365sOXu1ZzoKzTQjbXDm7Ngz2WmbzlHu2kpvNsllM51AtDKJQj7Z8KzGkcGgk6fQ3hfMOzgvcm3RIvCXp3us/Zwuv0rtKziw4TONbEDkydP5tVXX2XOnDmEh4c7Za29nSyNhOiEA5xJPcPfL5fj77XdicmMQURk0/JNeKm9qBRQCavNikyyH7X8NP035t7Vj0QhQSn3RJF9EeHsJUSJDFEqR5RIsYh2jLZb9WaDXIKo7lmdzpU60za4LXJJ6VhrLqfo2XgqgY1RiUTFOfICK2US1o5oTs2Akk2bIwgCcp0fcp0fmkaN7vrcbjRiTUzEkpCAJT4B8+VLGI5FYly/DtHicG1QVKmMplUbhIatMPmFkJ1uISPRQFpCDrFn0jh78JZb0U2xG5hf8JaJ3TKKSq7ZxoaoBDqFBaBRFCAZUi7Az8/B9TPQaiy0Hl+kAgvJhmRGbBvB+fTzvN/0ffpW61uCoy85RLud9OXLSf7yKySurpSfOweX1o6sP0a9hYvHkjl3KIn48xkABFR2p/Wz1anSwK8sc8FDpEzUlpGP9qH+fLvjItvPJNO7gZM+kILgiKjf/RVkxhbJd7I00Wl1LOy48KbFdlbbWYWWVXSmXO8NLiRns3hvDP0bladOOQ+OpYQUOp57uSTIpBJeaV2ZDqE6xv8Sxbg1J3lvzRGmKhbQQ7KHPbm1WSr/hKBLPlSr1oHqV9IQRA0CMjwsL+Bq60hKjolZv31Gl+i/EASBdKBRo0a0bNmSOXPm8MEHH7BgwYJ7jk8URWKzY4m8Hsnx5ONEJkdycVZNxM0vAeBfTUMNtwpEhEQQnRxNJa9KpBpTOZ9yHrlUjs1uIjdbh6tYj697d6CqVyU8lZ4opApkkrxTzbVDcGY9nN8Kyacd23UrR1KHDzjrruNc+jnOpZ8jMjmS7de246P2oXfV3vSt1hd/7T2sREUkMdPIuDUn+evcdQDqlffgnc41aFzRm5eWHWH4D8f4/bXmuKoe4EJ0ezL7JUsKnXWQqFQoQkJQ3JFCyW4yYTx9GsPRoxj27yfj+2WwaCFSd3c8W7ciuO1TuHRtiUSjwWSwkJZgIC0+h7QEPWnxemL/TuPsgdvErlKKl78GrwAtnjcEb5nYLeM+bI5OJMdkpU9B14PsJFjWA6xGGPQLVC5a1pnz6ecZvm04WaYsZradSctyLUto1CWLJTmZhHcmot+zB5c2bfCcOJZIKesAACAASURBVInULBnR6y6RdDmL2HPp2K0inv4aGnevRLVwXVmVr38IQbx9LusfpFGjRuKRI0f+6WHwww8/0Lt3b9Tqf88BKUzOf7ESP7j3/9xuF2ny6TYaVvDku+caOr+R9BiYURfaTIA24+8zGCFfkm9hUv6P843NyVRahXHdcJ1hW4ZxLfsa09pMo1W5Vvdct8C8xQWMQxRFnl90iOPXMtjxVht8XJROj6cwa7DdLvLX0ROE/vUqftnRbPQbwqrtLiS3bs+l63oMZtutcWABBGzqrZwZPx2X6lXuqgwUFRXFs88+S1RUVL7tmG1molOjOXH9BJHJDiGbanSkwnKRu1DXty71Zv1CndlrqeldE0+1FxRwvrj9+FLZ6qMzf8jX/evRs7Ao6ax4R97cg3MdVp7e86B2HwBsdht74/fy89mf2R27G0EQaBrQFJ1Wh0amQSPXoJVrUWzehql9W8w2M0abkfPHz7NvzT46TeiEyWbCaDVi2rIRebuOlHctT/a3a/kjbCAWoxdVy6UwOaIXnloBk82EyWbi6nUJr38fQ+ewQGYOqF+gr1tERASjR48mIiLirs9ufSn5j/OCvrfiYMvJQb9nDzk7dpCz6y9sGRkIKhUurVrhFtERl9atkWi1+doY9RbSE/Q3hW5a3mtDpvnmOjfFbqAWz4A73BjK/P0eSyIjI6lbty5BQUEcO3aMhIQE6tcv+Ji+3/H6/KJDXEzOYfe4J/Onl7LkwpKujnzWL/4JAXWLNL4DCQd4Y8cbqGVqvn3qW2p61yzObpY6mVu2cf7T2WTIdZibdCFd9CIjOW82SgDvQC3lanhRLVyHb7Br2e+lFBAE4agoindPcRVAmaX2NhISEhg0aBAnTpxg6tSp//Rw/hEkEoF2oTrWRsZhtNhQOVuGzzPEERR07HvHFFQxEm2XFr4aXxZ1XMQrW19h1PZRfNbqMzqGdHygPjedTmL3+RQ+6BZaJEELhbskSBqXp03rTJALsMeFTrun0WmEAKunYLeLxHn6c+7ASc4l5ZCcbSSNdczoNtPR+D4WwTRjGieSTxB5PZITySc4lXIKs90hbMq5lKNZYDPq+dWjnl89KrtXRiqRQoe58Fszp/fNKDlOJR8tS/fHFC5q3QKhwfMQ2gN+fAZWDwFTNjQcjFQipVW5VrQq14q4nDhWn1vNzms7OZ9xHoPFgMFqwC7awRs4dhIAhUTBha8ukPV3Fu5d3fEK8kIpVaLUqMjct52DgVqs7azAQmTAZeD5LYvvGpZ3qBvb0gN4dUNDnqvfknq+9UrUz9dpF5cCkLq44BYRgVtEBKLNhuHIUbI3bSJry2ayN29GUCpxafskXs8+i7pRIwRBQKWVE1DFg4AqHvn6Muot+YRueoKeq6fTOLP/lmVXrpQ6RG6eVdc70PFa66Esu3g/ZIp63Lzxxhu89tprAFy4cIHevXuTkJCATOb8ZT8py8ie89cZ8WSV/IJWFOG3ERB3BPovL7Kg/f3i73yw9wNC3EOY/dRsAlyc978tTcxG683fROqVDOL3nyHNqMZebQQAaoMcXUUtNZoFoAtxwy/EDYWqTEY9SpT9N25j6tSpuLi4sHjxYiZPnvyvstYWhfahOn48eJX9l1J5snoREsw3HAyrXoAL26Cac4mnHxaeKk8WdFjAa9teY9xf4zBYDPSq2su5xndMCeearUz57QTVda4MalLCqd+OLYOILPCpDANWwGeh+T6WSATKZyVTvqaOp2o6XBiWHD98z+6sdit/XP6DK1lXaP2zw/9LJpER6h3KMzWeob5ffer61i25PJCCyKCmFZi8LpqTsRnUKedReBuVOzy3xnHsrBsFuRnQYvTNj4NcghjVYBSjGoy6uUwURYw2I2abGYVUgVKq5MzfZ2ie0Jzg4GCqHK3CwuELAThWJ52Rs3eQdVnJ0FY6OtST0W75k0gkEuyiHVEUWdN3DXKpnER9IievR7HpwiH2pKxg79YfkQky6vrVpUVQC1oEtSj2V3N7ar3xW8cXuST0nQhSKdrG4Wgbh6Ob+A65kZFk/bmJzHXryN74J8rq1fEc+CzuXbsWWHNepZUTWMWDwILE7m0W3bR4PVeiUjizL+FWWxc5fsGu+AS74hfsim+wK67eZVbd0qQorlEAb7/9NuPGjUMURWbMmMGoUaOKJGgB1kbGYRe52xVt1+dwag20m1SkVI6iKDLn5BxmH59NuH8405+cjpvi4ZZ9Fe0i2elGMpNyyUg2kJFsIDM5l/REPVkpt3z7pXYz2px0Kpc3E9KzJf5VvcqO8ceAMveDPBISEqhVqxYBAQHodDp69OjBqFGjCm/4GFAU9wMAo8VGgw+30LN+EJ/0KkIBA6sZpodCuXAY8OM9BlPy7gdFsWDkWnMZvWM0++L3MT58PANr5g9sc6ZsctNOfTm8Zwe7j5+laWVvp7ZbKDaLI1n5oblw0Qpzr4HG69b3VYzp7MjkSD4+8DEnTp4gZUEKX6z7gvp+9anlXQuVzMnqb05s987jK/NtM00+2UbnsAC+7FsEC47VDGtfcVwsW7wJT72fv+pZIQwYMACtVsv58+c5ffo0hw4d4nyuhtdXRKITLHz9UksaBHsWOOY7fxPpejOdZ25BVF6ld7NcDifv50yao6JZ3PQ4mvdvTqt2rajgVoEQtxBC3EPwVfveuuAV8L0V9XdYXOy5uWRt2EDa8h8wnTmDxM0Nj9698Xx2AIrgIhRWuYPcHLPDghWnJ+VaNslXs0mP12O3O/ZDqZXhW94hcH2DXfEt74qrjwqp9NGMYn/cKGpJd1EUadKkCdHR0SgUCi5duoS7u3vBKxdwvIqiSMev/8JVJWfNq7fN1pxaA6tfhLrPOsrfOvkbtdgtTNk/hbUX1tKtUjcmN5tcqim7bDY7aXF6rl/LJjPZQEaeiM28novNYr+5nkwhwd1Pg6dOg7uLDcmudUgPbMKjvAcBH3xQYGBnGQ+XMveDYjB16lReeOEFduzYwbBhw3jzzTcZNmzYf9Jaq5JLaV3Nl63RSXzUo7bzZfpkCqg3EPbNhKyEIqV0eRCKYsFQy9TMbDuTcX+N47NDn5FsSGZUg1FOp49Jzcji0I6NCHYL5thTULl1MUd9G/pUh5UyZjc0fQ2mfALfexW7u5TcFKYfnc7vF39Hp9ExptEYvv35W4aGDX3wsTqBm0pO7wZBrDwSyzuda+KldTKLhkwBveeD0g32THP43Hb/BmSFu3fExMSwfft2FixYwIwZMxgxYgQvj5vMxar9qFPOg0WDn3B+HICnVsG3zzaj3xyB82f9WDnoDVJyU9gXv483Zr9BmimNn8/+jMlmutlGLVMT4hZCBbcKVOjlR8VLG2gR1IJ7yIhSQ6JW4/H007j36UPusWOk//ADacuXk7Z0KS6tWuH53EC0zZsXmCT+fqhdFARVUxBUzfPmMqvFRmqcnutXs28+Tmy7ht3mEEiCAFpPJW7eatx8VLh6O3Lraj2UaN2VaNwVqF0VZaVASwFBEJg0aRKdO3dm3Lhx9xa09+BUXBbnknL4uFftWwtjj8La4RDcDLp97bSgNdlMjN4xmj1xe3i5zsuMqDeiRC2edrtIRqKB5CtZJMdkkXw1m5RrOdisDvEqkQq4+6px99MQXMsbDz81Hn4a3P00aD0UiBYLaYsWkfLZHJBK8R05Aq/nByHIy7IWPG6Uido8ateuTbdu3dixYwc1atRg4sSJWK3Wf3pY/xjtQ3VsPJXIybhM6pV3Ygr5Bg2eh71fw/HlDt/aRxCFVMGXrb/k04OfsujUImKzY/m4xcdOWS9Hf/A5Mq8gqupcmTx5Mtu3by98gxYjxOyBc386ygnrb+WzzTHnIEdEBMYqFczs+DGInxR737Ze2cp7e9/DaDMypPYQhtUZxsUzF/mWb4vdZ3F4vmkIyw9cZcHuS4yLqFF4gxtIpNB1usPfdsfHkHEF+v8A2vtbxHU6Hdu3bychwTFFrmrYm9Oxe+lU3Y9ZzzZAXYxKPQ2CPZnQuSYfro9m4Z7L+KZF0ahRI6p5VmN0k9FkZmVS64laZCuzuZJ1hZisGGKyYjiVcorN3Xyx7x6PUpDS4b1g+qwdwmJRhRRYiIVdgq3Q7T8ogiCgadgQTcOG+CUlkfHzStJXriTnpWEoKlTA84Xn8ejdO1+OzaIik0vRhbihC7k1hWyz2kmL15MSm0NWSi5Zqblkpxi5Fp3mSEB/5zglAhpXOVoPJRp35U3Rq3ErE78PSkREBBEREYwdW7Rzsc0u8uGGaFyVMrqG5ZXw1qc6KoW5+EH/75262QRHQOobO95gT9yeB0rZJYoiFqMNQ5YZfaaJnHSTY8bgiuNmymJy/KbkSim+wa6EtQnCL8QN32BX3HzUBR47oiiSvXkLyV9+ieXaNVw7dkQ3YTxy/5LJtFLGw6dM1OYxZEj++tQjRoz4h0byaNC2hh9SicCW6MSiiVrvyo5630eXQYsxRSqR+DCRSWS82+Rdgt2C+erIVyQZkvim7Tf3bZOTk8PKxXOo0OppwlyzOHz4MLt27aJ16wKstbkZjmIUZ/+ASzvBYnBU2anYGmrcStY/d/9X2IGfsHDMnM3MYu6PKIosPLWQGcdmUMenDh+1+IiK7kUooHEvilk6uprOld71g/hu10VaVPGhWRUf57cpCNB6nONYWjsc5j8Jz64Ev3uLY7VaTa1atbgWG8f55Bwu7IvlhS4t+LBHbWQPMP39YvMQDl1O5bONZ2hnPMDatWsBSE1NZeTIkZw5c4bafrVpGtj0VqNLOzFP78q5ADVrXbVsCHFhXeYhygUF0y07h/XZevaKFkd1uMD6xR5bUZDrdPi+PhKfV14ma9Nm0pZ/T9KUD0mZ/R3eg1/A45kBSF20hXfkBFKZ5KYLwp3YrHaHKMkwYch0iBN9hgl9lhlDhons1FwSL2VizLm77LAgEVC7ytG4KdC4OcSv2lWOUuMoLazUylBpHM83lskUkofjA1mM6ocPA0EQ2LhxY/6Ft6eby8uQcicL91zi0OU0vupbF3eNHOw2+GWoo/jLkM2gde73bLFZGLNzDLvjdt8laG+IVKPBgklvvflsMlgwZJlvPTLNGLIcx4v1NrcBcBxrPuVdqNE0AL8QV/yC3fDw1zh185N7+jTJn36G4cgRlFWrUH7hAlyaN3dqv8p4dCkTtf917nEy9tAoeCLEky3RSYztWARLGzgCxla/CJe2Q5V2JTHKUkEQBF6o9QKBLoFM2D2BFj+24GLiRSbvmoxOq7srkOenTftQVGlKh/BQ0s8e4tNPP+XAgQO3RK3FCOc3OYpQnNsMNhO4BztcMqpFQEgLkOe3ir11oPhW2RuYbWYm75/M7xd/p1NIJ6Y0n+K8z2xhxMQU+4L9Yc/anIjN4PWfjvPH6y3urpJWCEus2QwevAFWDICF7aHvEqjy1H3brDh0jeQsI5+2q8qop6o+sKARBIGpT9el28w9HM1pwqWlQwgNrcmqVav43//+h5/fbYGUOckOv+iolSiA2v1WULtCC9500bD59C+M2TaG77y9mO/hznNZWTRd8CRuNbrDk++CbyHlR0sIQaHAvVtX3Lp2wXDoMKlz55L85VekzF+A18CBeA56DpmnZ+EdFROpTIKrlwpXr/sfCzaLHX3W7cI3T9jcFDlmUmKzMeZYbro6FIREJuQJXTmqG2JXI0OplSNXSpErpcgUUmQKieN93mvZzdc31pEgV0jvncu3pEusl6ZIvnIlv//sHfztG8KXm84RUcuf3g3yMpjsmgoXt0O3GYgBdbGabViMNiwmx8NqsSHaROx2x0O0ieTmmvjx6Er0yRpGeXyGZks5Vv96BJPBIVyNeiui/d7/O6VWhsbNYbH3r+R+82ZG465A465A66bEXacuss+2JTmZ61/PIPPXX5F6euI/6QM8nn4aoYhBdGU8mpT9F//r3Odk3D7Unw/XR3MlVU8F7yJYcWp0BY03HF1a6qLWdp+TorO0r9AenUZH/3X9qRxQmfjU+JtR6rdzUO9FlZ6v07BCElvPQt++eVYHY6bjpH9sGZiyQOsHjV6EOn0hsEGRgp2KSroxndE7RnMs+RjD6w7nlbqvlLxlqpgXV61SxnfPNaT7rD2MXBHJD0MbO2U1zZclQKsj8aXDsOIZWN4HanSBZq9DcOO72p1NzGZzdCL+7ipGtyueSCwo6NBdLWf2wAY8PXsPNZs9xZm9f2I0mZkz4ktHWVBRBH0y7J3hyN3Z+m1oPxFmOo59jVmkZ5We9PqhFyqFCj8PP5Z4erLay48BSft4fm4zPDp+Bk88HJ9ncIj1G5kTcqOiSJ03j5TZs0ldsgTP/v3xGjwYua4ImU9KGKlc4vDD9b5/TIMoiljNdox6y02hZNJb8t5bbz6b9BaMBgvZaUZSrlkwGqxYTUV3AZHKJcjkt1l/hbyft74J0nf2IpNLkcoEpDIJUrnk5rNMJkEic7S98zOpTECQCEgktz1Hm5DsjUciERj552ukm9KxYWPHziMs6b0kb13y9XVn3zfeFyTERbvoEKQab8yJeiw+VbGcTcdgsPBF98k0ssl53tuLQ+suY7h2Gf05GXrFIvQ/+ZG7YAc4edr1ow5+QhjSHCU5biZUWjmuXirHTYbGcZNxu4VdpZWj1MhQuyiQykt2ls9uNJK2ZCkp8+aBxYLXi//D55VXkD5g2fAyHi3KRG0Zd3Hjwt6+po4P10ezJTqJoS0rOd+BTAl1B8DBOY6KM666wtsUgx1nk3l9RSRhlYswtX07t1lD6vjW4WLCRcr5lKO8b3ncNe6k5Kbgo3b0fSVVz9a/kxjRpgqKFEclKkQRTq6Eze86puXC+kK9ARDSqkhlIotDsiGZbVe3sfT0Uq4brvN5y8/pXKlzqW6zOFTTufJRzzDeWnWCr7ee562O1Qttc/sNRZI+CTzKO5K775kOhxc6KpKVC4dmIx0iNycJMeEkkev/YLR8H5vNF2FhB5DIHD66EpnDRzesH4S0vLdLjNVERsIJ8DkKhhSH77P+OqReoHbSaU4po8mplYvvH9l0rybDf+87+duHtIQu0xxWV9vEAjdhNBu5mnwVlVzFq81eZcGVrSx309Di8Ke0u7aDVp1m4aIuPUtpQajDwig3cyam8+dJmT+ftGXLSF++HPc+vfEeOhRFuUejQmBBCIJw0+JamPX3TkS7iNVid1gdTTasZjsWsw2ryeZ4NtvzlttuLreaHetDnq7LE3f2w0ewVwvGZrVjtdixWUVsVsf6JoP11nKLHZv11vO9rcxV4XtHto2e5HeF+2P2ySLtp0TqELWi6PgjvrwNhu9wfDhoJUw6CH3mwPRIABrKykEGRP5+GQTQSDLRKvxxCa6In5cGjavi5ncuVzmepTIJUqkEQSpw3ZjM0r+XEJl2lP+FP88LDQb+o9XqRFEke9Mmkqd+gSU+Htf27fAbO/aBMoGU8ehSJmrLuIsb2QSCvTVU17kWXdSCwwVh/yw4/gO0fLPEx7jqyDXeWh2JgJS/Trvi/0U5EsfGFq2TO6zUFquFy4mX8XbzRuepo9dvvZjYZCIRIREs3XcFqSAwqGkFtq474vCZXdwZru6DoIbw7M8Q1KDkdrAAEvWJbL2ylS0TKhK5qh0iIlU8qrCw40Lq+dUr1W0/CE83LMehy6nM2nGBRiGetClK7uMbKF0dKb5ajoHIH+DAt7ByEMhUYDUiAM8Avys92SKRO/yX7VawWR3W0+jfHVZV9/JQdwCVRYF4RJogpTUy9k3xpIHdxmgEOLgo/7Y13qCrjTT8RdbHuBIacYoXXhsETULzzHQCSGQsufgng510IzBajExrM40L6Rf46cwKtl/4jS3ZJ5GvbEXTgKZ0qNSFThU7oZA6n7HhQVFWrUrQ1Kn4jhxJ6oKFZK75hYxVq3Hv3h2f4a+iKF/+oY3lYSBIbgli9YMY6wrwUb19tkGn1ZH4TsE5iUW7iM1mR7Q7IvhFu4jdJiJ+8SX2N95EtItUmVEVCRIkohQJUo69dOzmFL/NJjoEssWO1WrDZhHzieYbQvqGRVkQBIQpkxEmT0KmkKIYNRz5kgXIlVIupBl4/4/TtK8TwLiuNZFL7ch/6o4k5QwM2wk+Ve77NeRac5l/cj5LTi9BIVUwpt2YYgeFlRS5p0+T9Omn5B45irJ6dYKXLEHb5O5ZnjL+PZSJ2jLuS/tQHbN3XiBdb8azCCmR8KkKFVrAvm9A6+vwKy2BoDFRFJm98yJfbDqLUXKSHNlGfM3vkJlV64H7vkFqVio5uTnUqVOHsbvG8uvR7xBjYEqACt+NK2DnCbhwFlKCoPtMqPdcqQbExWTGMHdYOf5Y0xG7aKeaWsLwesNpX6E9lT0qF9re39+fDh3+2WIYk7vX5mRsJm/8fJz1r7ckyKOYqfIUWmg8DJ4Y4rDYxuzB7FGZkTuspGirMqyZBC5/Ds+vzd/OkgtnNsDxH2H3l1zAFQsicgRsiETaLczGShR2khHZMHS/Q8xqfUDh4sipDPQ0WVlu3Mdbe/QQKKd73cD87hLbJjh8sZ0MsKviWYV3m77HO00mcnLvF2yJnMs2+37eTdjPjGMzeD70efpW74tWXjJBXM6gKF+egMmT8Bk+nLRFi0j/6Scyf/8d91498XnlVRTlCqkU91+jAB/Vu2Yb7oEgEZAVVH1RaoY8y/N1WVy+j/wqPGCxgh7LoMtSx+u/N0C4P1lGC899HYXCT83b/cLQkuuIi4g/DP2+v6+gFUWRrVe38sXhL0jQJ9ClUhfGNBxTcgVdioH1+nWSv/6azF/y/GYnT8bj6T4I0ken0mUZpUOholYQBHfgJ0AK6IH+oiiaBUGYDWwURXFd3noLgVBggyiKH91rWRmPCLdbF5Ysucu6MOfIHBLfSqRjLX9m7bjAlr+T6NeoiJaartMdpRR/fw0Oz4eIzx5oyDa7yJSpa1iaoaZHvUC+OdMTsGISzuFmfRqrzf5Ake46re7m/nsoPPi+3RyWLG/PioxzJPvI2A98mwsaiYEcD38uDFpFZf8GpRZdfTXrKnOHBrH+tx4oGrrxfOjz9KnahxCPivDeK0734+vry1dffVUqY3QWtULKtwMb0HPWXvrN2c/yoY2p6PMAQk0idZTXDe3BN5vOsin7AqsGPkHmhWMFry9XQ9jTjkdWPB/OCkNm1rMbG+e1XmQLQj7LGuUKzvPtopTx87CmvLTsCK+viCQp00hSThLkHQJJ+iQsNjs//bSLHw5cwT/5Gg2fCqfhhRQEUYUoGJGIWpT2Wny4PpoDl1K5nKKnWWVvImoP5NWOzXnrt8EclNhYUKUGXx39ivlR8xlQYwADaw7EU/XwXBPkOj90E8bjNeRFUucvIOPnn8lc+xsevXrhNfgFlJULv6Eq4xHhPoFnRouNYcuOkJhlZOXLTdEak+DH/pAc7TiHh3a/Z7dGq5H39r7HnzF/UtWzKotbLKaR/z9XrMBuMpG2dBmpc+Zgt1jwGjwYn+GvlvnN/odwRgEMBKaJotgBSAQiBEFoCfjfJmh7A1JRFJsClQRBqFrQslLahzKKww3rgijeFLcFWRdqB7lRzlPNxqiEAru5L77VHOlfei9w+Ccu7gR91JBx9f7tQkIcFo/Jk2+WqBVDQnizxziWZqgZ9vdWpverB4IVBMiUr0IuBvLHqSKUHQ0JcfQvCDe3kfhWIot7LEb8QCTxzXhka4czJPYczZMGUM3wPh+3+Jj21fqQonbjb0smvTYPpsOaDkzeP5ntV7djsBiK/h3dgd6iZ1sDV8bvHk/3td3Z/IQ7z9V8jo1jzzKm0RhC3EMeeBv/FJV9XfjxpSbkWmz0nbOP0/GZD9znlVQ98/66RM96gTwR4mTBCrdA3nsnlYCec/hjkoXzY5NIfCsR8QORD1p/UGj5WneNnGVDwukSFsDHf/yNp+UlECUgCmisLWk/bRfvrT2FQiYhQVQwbes5nl1wkPLGnwk0LqCccQV+5vdZfuAKbio5PeoFEh2fxVurTlBvSRZvuE2jlt2N+VG7+TFsFI10jZh7ci4d13Tk66Nfk2HMeODvrSjI/fzwn/gOlTdvwrNfXzLXruVSl67EPDuQjF9+xZ6b+1DHU0YxuEdAsFki49XlRzl4OY1p/erSUH4F5reF9BgYuNIR8HoPUnNTGbJ5CJtiNvF6/ddZ2XXlPyZoRYuFjDW/cKlLV65Pm4amSRMqr/sd3dvjygTtf4xCLbWiKM6+7a0vkA7MB/4QBKGHKIq/AW2AlXnrbAZaAPULWHa+ZIZdxsNCEAQ6hwWweO9lMnMtuKuLWGFFEBxZAGp0cbgiWD5xnDSHbrt3mwKm8w7bXPitVhteb1uFNz/vCpLpN1fPlRzALFxl9g5XuoYFOJeg/R5pbW5Gvm99H86s50zdd1h2sDbfdm1Al8oBdK/cnaqXq7ImYQ0Dmw5kd9xuNl7eyOpzq1HL1HSq2Ik+VfsQ5hN2lwU3zZhGZHIkBosBlUyFUqpEq9IiiiJqpRpXtSstfmqB9fUKaK/tZECNAQzp8C4+GWMha1zh+/QYEFbOnVWvNGXQgoM8M/cAC/+YSviRvAIW98iZeT8+XB+NXCowoXPNIo/F2dLKBaGSS5k5oD7+7ioW7umBTAxAKnqiFKuilElZNLgRT1b3Q5g8mcy3J3L8WgY9lo1Gbg9GL92KURJF5vsnUMoc06GiKHIyNpONpxL581QCbVLfZr3ndGqvf5sZvedxscHrzD05l0WnFrHizAqeC32O50Ofx1358OqVyf398X//fXyGDyfzt9/IWLmKhHfeIemTT3Dr1hXPvn1RhYY+tPH8KylgBu2+PEDqL5td5I1uY9hx9jqf9Aqjh/okLH7R4XYzZDPo7v2/vJhxkRHbRpCam8r0NtN5qsL9U+2VFnazmcxf15I6bx6WuDiUoTUJXrQQbbNmhTcu41+J0z61giA0BTyBakA0MBUYKQhCMKAFbjj+pAEN7rHszj6HAcMAXsfZzgAAIABJREFUgssiER9ZOtX2Z95fl9j2dxK9GxQzElqhgTbjoe9EGGOGH/qCcwVpAJjbuA9eWgXDn7zl23XTXUAQQbuZM4nBbD+TTLvQB8y2cGQx7JuJucEQhp5uRIi3hI618veplqnpU60Pfar1wWKzEJkcyYbLG9h4eSO/nP+FKh5VeLra03gqPTmadJSjSUe5mHnxrk1V9L9VIMFqtTKo5iBaDnqfeqfSHXXRM8c7PixmEYRHkcq+Lqx+tRmDFh5kUKsRzF72I0/V1BU59dn2M0ls/TuZ8Z1qoCtiDtx7EeIRcteygtJ8AUgkAu91DSXAXcXHf4BGaWJKt7r0rB+E9MaNVUgI7mo5rav5kin/MV/7G4KWJUsQBg+mbnkP6pb34O2I6gxYspoOZ8exznsmFVYPoXLXaUxtNZVhYcP47sR3zDs5jx///pG+1frSNrgtYT5hSAvyzSwFZD4+eA8ZgteLL2I4fJiM1asdQWUrfkIVGopHv764de2K1MXloYznoXOnkCzJ32YhOWTvogDRe6/j9XbsdpHxa07yR43mfNckk04xEx3FYgLrw4Cf7pux5kDCAd7c8SYKqYLFEYup7VP7nuuWBqIoYrlyhZy//iJ10WKsiYmo6tRB9+5EXNq0eTjFNsp4ZHFK1AqC4AXMBPoAY4F5oigmCoKwHPgYuAbciPxwweHWkFPAsnyIojgPmAfQqFGjB084WkapcDz1NwLdy/NHVGLxRe0NUuzQfzl83xv6a5CLBiyFnIPOJ2WzrUo4o5tWQCW/deG+MU08aeckJrZ8nye/3MmsHRd4qqZf8U9sF7fDhjFQpT3vGgeSkJXIqlea3ddXVy6VEx4QTnhAOOOeGMfGyxtZc24Nnx1y+BBr5Vrq+9Wna+WuNNQ1xFvlTa41F5PNhNFqxGQzcSz+GKPCRzk6PDMGpHdYxG9cvIpqmRk8GE6cAHd30Ongxx/hEQiWCPRQs+qVZgwe/i3DvlexePATtCpC+wyDmfFroqimc+HF5rduDARBQPIAQXsFiYEb2UDuxdCWlWhXU8fCk1/Sp2HvOzq8u7983LDM/e9/Ny3VgiBQPeQ0df37E7FrNL/6zKXm+jdAn0qVlmP4qs1XnE07y5wTc1gWvYzFpxfjofSgRVALWpVzZE/wUBWhCmAxEQQBbXg42vBwbBMnkvn7OjJWrSJx0mSSPp+KW8eOuHXpjLZxYwTFw8viUOrcKSQftPDC7b/pAgTy7b7+Om3hN+yFHa+WkIp83WUw3g1URLIej+M5oPaC5q9D6/EOA8Q9WHNuDR8d+IgQ9xD+z959x1VZvg8c/zznsMEBKODGvRVxJQ5Qyz3Claal5qg0bVjfHDmztOyXpQ0tB2qZ5q40J6K5t2jmFsUBCKKy17l/fxxBZR6Wgl7v14uXh4dn3Ac5cJ37ue7r+r7t95S2K53leHLLEBVF3KVLxBw/TvTRY0QfO0ZSqLHVuHXDhpSaPh3b5h4SzArAtIViFsAqYJxS6qqmaReB5PpOjYCrwHGM6QUHgPrAOeB6OtsKvFGjRlGpUjbLVz3jrt4LoEOdJvxy8CoRsQkUscpmCkJqFVsZqwasf4tlZvb0TQwHLeNf2D//cxmrhFheb+aa4SnN9Tre8qzMJ+tPs/9yGOcj/sr+7eWQ/+D3gVCyBttqz+T3led4p3UVGlYwfXGOrbktvar1ole1XlwMv0i8IZ7q9tWznEVrWbalaRfIya3GuXOhRQt46y3YuhU6dsz+OXIos1kjB1sLlq+YQI+Zf/PhqpNssSqCqd/pyX/8y52oeBYNaoyF2cMgtkWLFpTNz7qqGbQYdS1hS2WHHMzSZTAzp2kwtkMNLPQ6uvqOYKWTHQ13ToeL26HbHKqXrM7s1rO5F3ePfTf3sfv6bvbc2MNfl/8CoGKxiriVdMPNyQ23km64FnNFp+VfhQ59sWI4vDYA+wH9iT11irurVnN/0yburV+PrmhRirRuTZH27bFt7oHOMhu3aAqa5P//qVNzlC6T2u2IOI5fukvw/gCC7sdy68v1hNyPo1jwdV5o05BmIRHcGnMLTdOY4jeFjz0m4ncuhD0fz+RA8QqAPc6vzcTJuzNORSxxLmrFjdCiBIRGUbq4tfG1kZRAhArl8vrZRF05hMNAO95Xf2CmGVBVPKDREKjZ1VhfPAOJhkRmHZ7F8rPLaV66ObM8Z1HEIm9yVQ0xMSSGhZEUGkpiWBiJt0OJv3qVuEsXib94iYSbN1P2NS9TBrvmHli7N8SmUUMsKlWSYFY8xpSZ2iEYUwcmaJo2AVgMdNE0rS9gDvQCIoB/NE0rDXQEXsBYljr1tgJvyJAhT3sIBVKnui4s2nsF37MhdHfLg5I+bv3gvUG84mXFK14zmUIMU7ympNkt2M6Bdcdv0M9/Ow62PTM9Za+GZZmwYQ/eC+cRYjmRsdvHZrnoJ8W968aOVebWhHZfyseLrlCnTFFGt835+sYq9pnXdcxQfqUahIaC7ZMrDQXpzxo9GujaxcfwdR83vH/Yy8R2b/OdCefcdOoWG07c5P0Xq1GnzOM5pZaWllSvnnWDhxzL5PZwVm+isjvjpmkaY9pVx1yvo+e2wXxesTH9bv+INq8FtPoImr9HMctidKzYkY4VO5JkSOJU6CmOBB/hRMgJfAN9WXdxHQBO1k60rdCWlyq8RAOnBpjp8qeao6ZpWNerh/WD28FRe/cRsXUrEb6+3NuwAczM0NsXx6y4PXp7e/TFi2NWwhHz0qUxL1Mm5UPv4JBnwYohLg5DdDQqPgEVH4eKi0PFx6N3LIFZyRJo2ZnZz256QAbiEw0s3nuFOTsuEJVQFTb8i16n4VzEEqeiVlzSFWfjhn8BKGFnQdOKjhy9UZ3l27YSn2TAomorGl4/g2ViArccnDl5JoiwqHiUgmKUYeqx2TTRnaOZ+UVqqQsU0RKofwLuYUeQXU0Cy3fG9d9ItMFzsxzrvbh7jNk1hoO3DjKw1kDea/ieyT8/huhoEoKDSQy5TWJIMAlBQSTcvEnizVsk3LpFws2bGCIj0xynWVpiUakS1u7uFO/dC4vKlbGuVw9zF5fsfaPFc8eUhWI/Aj+m2rwk9X6apnkBLwFfKqXuZbRNFE7u5e1xKmLJ36eC8iaoBdgVD+8OBr/PqVejQ7q7LG7YlSSDYujhdaT9MXyclbmeu/o12CcOoWiCNyGRG00bhxXGgDYuAjVoIx9vCScyLpHZfdwemwVMVrZsWWrUqGHauXMip6kGGRk1CmJiwMEBmjXL/flyKXWgW6dMMd57sRqzkhQvnbiR/kEAPj7c7tmPT9afpl7ZYoxoXbhKSpn8BiuV0W2rkphkYLyvRrm+m2h58f9g52dweq3xjke5xgDodXrjzOyDRhxKKQLuB3A85Di7r+9m7YW1/Hb2NxysHGhdrjUvV3k5X5t26CwtKdKmNUXatEbFxxN18BDRhw+TFB5O0t1wEsPDibt0iaiDBzHcS/XnQdPQLCxSfZijs7BAM39km5kZ6PXGwFSvR9PrMETHkBQeTuLdcJLu3kNFZ1yVRLO0NAbSZR8E08WLo7ezQ2drh87ODp2tjfEamg5NrwNrG7TDh40pPFZWaP7+D7+m1xvHrdfjet8CvQK7BB1F4vXc37SJpPsRGKKjCbgRxj//Xic6IpqJ94OoffMCtnHRWFlboA0YgBamA51GhLmBWxFx3AyJ49aJOJwszahQsya1qxWnjnMkVlF30Q7thKoVIf5PDPGRGKLDMbtnvJOQpOm5blmN7fouJNyzpdIrQ6lVqz7Vk1OpfHyy/D+8GH6R0TtHExQVxPTm0+lepTsAKjGRxNBQEkNCHgStISQGh5AYHEzi7RASgkNIDAnBEBGR5pz6YsUwK10a87JlsWncGDNnZ8wcHTEr4YjewfivmZOT1JQVOZJnb9eVUuE8rHaQ4TZROOl0Gh3ruLDicCBRcYnYWubRj07XOXDvOt3PbYUr/0DFh7fhI2IT+LVBJzrWLUX5exkXMH9UhNnfWBncsU8cQpFEbxbuuUL/puUfy8V9TEIM9LWBO5dhwBpWBBZnx9lTTOpSi6rO6d9e8/T0xNPTM9tPNdvyIqAFY/qBhwe8/z7MnAkTJ+bNefPQm60qsWPReiauN0OPI0la2OM7uLqirl5l/B8XiazciP8b/gLmuahJbIr06jY/Le+0qcofJ28yzTeUv99dgFm9V+CvD2BxB+j0FTQanOYYTdOoWKwiFYtVpEfVHkQnRPPPjX/YfnW7Me/7whqauDRhWL1hNHVpmq+3cTULC+xatsCuZYt0v54UGUnCjZsk3LhBwo0bJIaFGmdWExJQ8fFpPxLiMcTHo6LiUAYDJCWl/KvZWGNWsiSWVaumzAbrbGzQLC3RLC3QWViAmRmJoaEkBF4n4fp14m9cJ+akP4b79x/OxKanfHl47XXj4wqu0OeVdHfbxOMpbDd2jUl5bAO8qOnQrK0xv38PrWwZkpQi8uZN2LIVDAaUUmAw4Gww4GQw4JaYgEpIhKObAQgANDOFha3C/OA5zO2tMHe0wbxERY5bl6BFp4/RV29JBQsbKgBMmQJ1Gzw+yEx+vxiSkth2fBVLfL+i9n0zvijaBcef9xFwdcWD/58wMBgeP8jMDLOSJTFzKollpUrYNmuGmZMT5s5OmDk5GYNXJ2f0dk/2bpF4vkhHsUcV0EU1BUXHuqVYsv8qfudu07leqbw5qZkFvLKMO3PdKbmyPwzZlvKlFYcCibC05c1Wpuc4Ky2WEMuJWCbVpXhiPz796ww/+l3ijRaulPU/jN7LC50GuqovwOkb1N07mlLlzfCt+SmnLrnw0+4zNK/iyCAP17x5fgWFTgf29pDOzMmTklmQaKbX8fVfX9PxnUU4Jr1LiMVkY1WLZFevsvZIINtWnWSC70Kqzno57QXy+PWbbleovE4NMfF8FmY6Pu5Qg7d/Pcaqo9fp16Q9jNhn7Pr013tw+xy0mw76jH+l25jb0N61Pe1d2xOdEM2q86tY8u8Shm0dRr0S9RhWbxieZT2fSo6i3s4OffVqWFU3rc1wflFKoaKjSYqMwhAViSEqCpWYaAx0k5JQnl6wYzsqyQDt26M2/mUM7gwGVJIBlZRIeFQ8Y/6ahk45EWtWmlizCsSZlSXK3BqDmRlDO9RliFc14xttTYOLDypdPvrYOBg4vwW2fgJh10iyq0iCTR0S9OVISChO/L1EEnx3kmBhR/S56xiigoAgnIDzi99DV7Tog3SO0ugvXkKbPAWdlSWapRWahQUqMeFBSkY8Ki7OmNsaFETcrZvEB9+ifKLi4dvfVUSVKoVF+fLYtmqJ+YMA1exBwGru7GxMGcnHzopCmEKC2tSe4qKa/JLdXL6MNHZ1oISdBZtO38q7oBbA2p5dzd+h174f4ddeYKsRn2hg0d4rNLt6knplO2f7lHH6UwTrT7H/tVC+3X6BLzefA4rC8gcdp3pM4NMVoylttp3JiQNZcqQccIFyDtbM6lXftFq3hcWoUWDzYEXz8uWZ75uPsmod6nr3FhM61+ST9UkUSepMhH4TZsqZ7WeCudikJ9//+S9NXB1448iGjC+Sh6/fdF83eZ0aEhBgnEWbMiVlU3LwP3XXVJxtnVOC/w51XGhYwZ6vt52nW/3S2FoVg34rYdtEOPADhJ6H3ovBKuvatTbmNgysPZC+Nfqy4eIGFp1exCjfUVQoWgHvKt50r9KdEtYlcv/8ChlN09BsbdHZ2gJOaXeIiX6YwhMdBV5eBN+P5afdl/n35j3+uxXBvRgFpT4FIEG7Sbx2hUltW1GzVFEarPwZx5f6PDxfRm9qgs/AlvFweSc4VoFXf0dftR16TeOx4nUJCTBlCkopqn1WGovb4ZSJsqBGvD3jq7xK/LJlJJw4Tpymw3DlCsrODkNcHCQmgk5nnL1OTu2wsiaymAUnHcIIKq+ndq1WtGjwMtauFTEvWxadVd6UzRMiP0lQm5GnsKgmvzxa+iq9xVim0us02td2Yd3xG/x0xIfhjQblzQCBXs3HgKsXLO4MfW3YdPQSt+7F8vmhtcD4TI9Nr7ZoshcqOfLCcEeuh0cTO3sODOpDkfOrKbZpJlYOSYS7v8Pb/ecz5vb/YWOuz1Wb3QLJhLy5/JDTW/f9m5ZnzB8+2CcMxT7hDTQsGLr0CLQeTCU7S77qXR/924asT5QHr99MXzd5lRqSjoyCf03TGN+pBj1/3M/P/1zmvRerGWdmO8yAktWNpegWvGisM+poWr6xpd6SPtX74F3Vmy0BW1h9fjXfHPuG745/h2c5T3pU7UHz0s2fWA3cgiizCh4JSQbeXHaUMzfvU6t0UTrXK0XNUkUZtqkD8bqrKM3YbW1U288fVk6YNvFh5YTUb2pCzsL+uXBiOVgWNbYWbzw0bYm/VDRN42JSEDjAGYc4thHBnEkTYdHCx6t1nDsLgDIYHptVDYsJY9aRWWy8vJGaDjX5rMVnVLWXJqCi8JGgNrUCtqimoOlUtxS/HrzG/kt3GZ7XHRHLNISeC1Ar+mO/bjD1Q3vgZR8ERxZBZytY2A7Q4BVrWD8SbOzBxpFBLnUhLgIsMygxE32HskF7Qfc7LPsSVBJEJsLgn7B3exUiPwdTy5RJikoa6c1oZjUrmxFN0wi1+Ab7hDdI0u6SoAWya+hKqlQvR7HYtKuk03hGX7+PvkkoazGFn3brebVpeZyKPJg9azgIHCrD76/Bjx7QZDi0eB9sTGsdbK4zp0ulLnSp1IUr966w7sI6NlzawI5rOyhjV4b+NfvjXcUbO4tntKFCJjKr+zpnxwVOBN7lu1cb0KXew5qtH+0JJzjKGNCmzPJnWDlBGetj7//eWLLNzMr4/+f5scn/fxkP/sHYU90NSA5o45Li+OXML/x86mfiEuMY4TaCoXWHYq7LZdlGIZ4SCWpTKwSLap6mphUdsLcx52pQLn/ZZmBTYkNOqoGMs1qCZ9lTUBb4632obQ46M9DpobjOeFsuOgwSY40HajooVZ+vlCWHSaI8Ohqhh2/qwd0HMxXYgMc74DYAnKrDov45G+QzmKKSG8kzmqZ0MjKFQbtLmMXXKZ83rGAPcVGmHfwMvH6zepMQpP2EZUJjZm+7wIwedR8eWLElvLUHfKfDvrlwbAk0fw+avpVpQf3UKharyAeNPmBUg1H4Bvry63+/8uXhL/n+xPd4V/Hm1ZqvUq5Iubx5soXYgXJ1+G7nRXo3LPtYQAvG10SWd8YMSXBqNbAMln0Dtk7Q+hNo9AbYOubbuO/du0e1atWYu2UuCy8u5GbUTbzKefFBww+oWKxi1icQogCToDY9BWBRTUFlptdxO2kHYbcaoZtijZNdsTxZFZ6QZOCLv8+yYM8VGpR/hbv161M8Phhc6oFLXXBwBbXJuPMgDdQZ4+PY+3DjKFzdB1f3MRILrDDOglzGYGz72OgNKOMOS7bDS9NyPdYUz1CKSl54NKBNLzBLN0c1P2ry5vHrN7P0lvyQVUCUqLvJgBcqsHR/AG80d328SkexsuA9DzxGwY5psGMqHJwP7T+Dur2yNQ5zvXnKwrJ/Q//ll/9+YcXZFSw/u5xRDUYxpM6QJ7uoLK/ymPPgGnej43m/yxhcHW2Z0q22aed+9Ge9ZSn4sTnc/g9whO4/GP9/MmmAkBVT1k4opfhw+oeEhITwzpR38BziyafNP6VJqSY5vq4QBYkEtakVkEU1+S4XwcRtNlCKVhRN9CY46rdcDyXkfiwjlx/jcEA4gzxcGd+pJhZmzU072KooVG5t/ACKTdGohY5rKO5oCtXn0ZLKvg8f5iaYekZvceel9PJR081RzeD2aI7lw+s3L2afM+Xqmu1DRretypqj1/l8038sGtQ4bXDpXBteXQlX98PWCbBmCAT5Q9vJxrsd2VS7RG1mtJzB+w3fZ9bhWXx77FuCooIY22RsvjVySCO37WizeY2M8sKVUoxdc4pQ2+Ks7dsgw/KGad4MBQTAj+PA7KDxjbghAXothtUnoUEO7xo9IrPJBQOKndd28P3+7/lj/h8AxO6KZd6ieTg65N+ssBBP2jO2KiaXfHzg+HHYu9f4kZfdnAqagABjftfkydn+YxGvO0eUbg9FE3uiV6a3kE3PuaAIun23l9M37vNtXzemdKudbsMDk8emwQnNwJ1Hy0GlJyDA+NyVyv4fy7lz4cwZaNzYeItbFAyF9fWbg9lHB1sL3n2xKjvP3WbtsUwaVlRoBm9sMbZC3fstrHjVmH+eQ042TnzR6gveqPMGK8+t5P2d7xOdkHFzgwLJ1dX4hlbTHr6hSN42dWrKtozywlceDmTzv0F8uHsZdctmXGki5c1Q+FXY8w3MbwXBP0BEsLFpxoiDUKcHkH+z3QZlYNPlTfR03cV7O9/j9PrTtGjbAk3T6NG9B9/NNaWHnxCFhwS1IsWjt6ySH7t85cLUXVPRpmq4fPWwReFdcx809BRLGJDj6x0qW5ve8/ahUKwd4ZF3ncpSS+cPVq5JiopJnvSt++fJ4OYVaeLqwOQ//iXwTiaBpd4cunxtbNJwYZtxwWV4QI6vq9N0vN/wfSY0ncDuG7sZsmUIYTFhWR9YUCQv2FLqYWUAEx1z92TqisO0CDjOsOBjGe8YFQb7fzBWo/i2HmyfDJoeOs6CUUfB/fWHNYXz6ndSKgdvHeSVv17h438+Bnt7ZracieGwgZ+//BmA8ePHs2RJmuagQhRqEtSKFEEfBqEmKyZ7Tk65lZXRbEWiLogI/Ubskl7kbNB90y/y4Lb/lmrNGNB3OiWKWLLmbQ9qlir62G4qs64+2ZXRH7Gc/jEZNQqaN4dt22DkyDwZ4rMqvVv3WQW66b25EmnpdRr/16c+AGNWnSTJkMVrpskweG0t3L8JP7U2pibkQt8afZntNZuLdy8yYNMAAu8H5up8T1VWd64U/HrwKn07fIyjrTn/99OH6AKupN0vKhS2TYJv6sKWcZAQa0z5GH0Chu+EpsPBPFW91zzOE7587zLv7HiHoVuHcj/uPl+0/II13dbQuVJnTp8+TdWqxlJdVapU4cyZM3l6bSGeNsmpFWmYOrt2z3wFtkkvMmPTWZa8YeJCg4AAfjlwlUkbTlO/XHEWDWyMva1Fmt2qVq1K27ZtmT9/fjZGnk05+WPylOq+PkuyylFNNzcwPxaUFWCmvgbLOdgwuWstPlrtz8I9lxneKov6tJW8YJgvLO8Dy7yh33Ko3CbH42xTvg0L2y9k5I6RvL75dea/NJ9q9k+3K1he05QFDglvM2HdaTyrleTbvm4Ut0n1OysyxJjecWSRsfV2nZ7Q8gNjbvMTcjv6NvP957P6/Gqszax5v+H79K/ZH0v9w8VnVqkaKKT+XIjCTmZqRRpZBR3Js2cGLRKD7UZ2nb/N7vO3TTr3gn8u88n603hVd+LXoU3TDWgPHjzI9evXWblyJdHRhSxfT+RMVrPmucmBLoSyszitV8OytK/tzFdbzvPfLRPumjhWhsGbjf8u7wvnNud8oEC9kvXw6eCDDh2DNw/G/7Z/rs73VKX6OTQzOOMc9yV2SS8xum1VFg1q/HhAazDA3jnG0oEHfoCaXWHkIei18IkFtGExYcw6PIuOazuy5vwaelXrxcYeG3mjzhuPBbRCPA8kqH2O5FV+Y9CHQUz2nIyarLg8bjHlHKz5fNN/Wd7+vBgSwRebz9K+tjPzX2uIjUX6NwqmTp2Km5sbVatWZd68eXkyZlHA5XeppmeYpml87l2XotbmvL/yBHGJSVkfZFcSBv4JzrVgZX84k0nrYRNULl6ZJR2XUMyyGEO3DuXArQO5Ot9T8+Dn8F50AqW1QbjEfYOZciG+6Ld88FI19I+2z44Igl+8jW2Kq7SFkYehx09Q8snMVN+Nvcs3roF0XNuRX/77hfau7fnD+w8+eeETHKzyp464EAWdBLXPkfwoTWRppufjDjU4GxTBmmPXM9xPKcWEdaexsTDjM++6mGfQjvbgwYOcPn2aKlWq0L17d2bNmiWztUJkwdHOki971eVsUARfbTln2kE2DvD6BmMnv1WDwX9VrsZQtkhZlnRYQhm7MozYPgLfa75ZH1TAXA+PZtqfZ2g2cwfm0b3wqlqR9zvHcXP81sd3PPe3sXNb4CHoOgde+QVKVHkiYwyOCuarw1/Rfk17FmmH8Srnxfru6/msxWfSFEM89ySoFbnWuW4p3MoV58vN57genn4AuvrodQ5eucO4jjUoYZfxLTFfX1+mT5+OXq+nXLlydO7cmWPHMlllLJ4f+bRKvDDzOeGT8rhNDWf6Ny3Pz/9cwfesia2JrYrBgLVQwQPWDoPTa3I1npI2JfHp4ENNh5q872esafvES36lk/f+6PcpPWeD7vPuiuN4zvJj6f4A2td2YdPoliwb0pQPWr7+cMeEWNj4IfzWF4qWhuG7oOHAVG1v88fle5eZtHcSHdZ2YNl/y/As58mabmv4stWX0glMiAdkoZjINU3TmNmzLn3m7af/goOserMZTkUfLEDw8eFO71f5fNN/NKpgT59Gmc8kjBs3DoAdO3YAsGDBgnwduyhEJEUhjYC7AY99PrFLLY5du8sHv59k4+iWlClunfVJLO2g/yrjwrE/3oXS7uCQ8yCpmGUxfm73M18d+YqlZ5ay7eo2JjSdgGc5zxyf0ySurg+rm0yZAgEBjzVQGLt9bJpFiP4uVfhu6RG2ngnG1kLPYA9X3mhRkdLpfd/CLsHvAyH4FDR7B9pOylUHMFNdunuJ7098z/ar27HQW9Crai8G1h5I2SJl8/3aQhQ2MlMr8kQNl6L4vNGE0Ig4+i84yJ2oeOMfmcGDmdH7f0RExvKZd110uvyf0RDieWVlrueH/u4kJilGLT9GQpLBtAPNraHHz6DpjDO2SYm5GoeNuQ2Tmk1iacel2JjZ8I7vO3zg9wEh0SG5Om9qj83AplO6L6OShEevhjNw0SG6DfyGA5fDeLdtVfaObcMnXWqlH9CeXgtrHn8CAAAgAElEQVTzPeH+dXh1lbHtcD4HtDcjb/LJnk/o8UcP9t3cx7B6w9jaaysTXpggAa0QGZCgVuQZ9/L2LBjYmGt3onlt4UHuBYVy8FIoq+q9xNBDa6nuUiTrkwgh0shO7d6KJWyZ2bMux67d5cvNZ02/SPFy0HU2XD8Mu7/M6VAf08CpAau6rmJ0g9HsCtxF57Wd+cDvA7YEbMmTtITUM9VZUUoxx6MvPX/cx6kb9/ifnw97x7bh/ZeqpS3TBQ/SDcbA6sHgVBPe2gPV2uV63JkJiwnji0Nf0GVdF/6+8jev1XyNv3v8zagGo2QBmBBZkPQDkSlnW+eUGQ5TCuE3q+zIvNcaMnzpEQb3nsL99acpa2/Nu3tXAD75O1ghnlFBHwbhc8LH5MWeXeqV5uDlO/z8zxWaVHTkpVomNrGo0xMubIfds6BSa2Ob3Vwy15szrN4w2ru2T0lH2HZ1G9Zm1rQs05IOFTvQqmyrfC8/pSlLRi4/xqaWA/BuUIbPvOtgM6kdWGWwQO7edWNb4VsnwWO0Md1Ab55v4wuKCmLJv0tYfX418YZ4vKt481b9t3Cxdcn6YCEEIEGtyELQh0FM8ZvCFK8pme73aO6as60zPv2OM3JpIkkhkSwa1AjrsXFPYLRCPLtSB7TJr7mpu6bibOucJl/0ky41OR4YzpjfT7BxdEvKOdiYdqFOX8K1fbB2OLy9x7iYLA+UL1qeT174hHFNxnE0+ChbAraw/dp2tl7dShGLInR07UjXyl2pX7I+WuqFV8n5slOnQoUKuLwTm/L7Zt6Reek37HiE3uCEU/xENp8OYoLvQobOWJP2Go8KOg2/9oL4KOi3Aqp3zOWzz1hgRCCLTi9i/cX1KKXoXKkzQ+sOlcVfQuSABLUiT6TOXetQpxTz1n3GlYXLaVPjybU6ze7MshCFVUb5oskszfR8/6o7Xebs4Z3fjrPqzWZYmJmQcWZZBHosgEXtjbfee+btYk29Tk+TUk1oUqoJ45qO49CtQ2y4tIE/Lv3B7+d/p0LRCrxU4SVqOdaihn0NyhQpgy45XxZA0wiOeni+1M89PtFAlFURIu9EY26ogJkqjWP8O2joWfxGEzxndsm8WsFlP1gxwPh9eGNzvjRRUEpxOOgwq86vYtvVbeg1PT2r9mRwncGUsSuT59dLrUSJEvl+DSGeBglqRb556eIhyKptp6lMbJOaPGNjyuyyEM+6Co62fNmrHm//eowZf//H5K4mBmjlGoPXWNj5mbGO7Qtv58v4zHRmeJTxwKOMB5HxkWy7uo0/Lv3BotOLMCjjIjdbc1uqj6tIncOz8CjtQUNzDUjb6OWUWws+GPoDF0pUgHd/gy93UprvAUjQAgmx+BTPajcyH5D/77B+BJSoCv1XQ7G8DTDvxt5lw6UNrD6/moD7ARS1KMprtV7j9VqvU9KmZJ5eKzOBgYHodLKkRjx7JKgVhUNya9QpU4wf2WFiQCzEs6hj3VIM8nBl8d4AmlZ0oEOdUqYd2HKMMZ9081iIvQ+e/8ufeqw+PjBoEHYWdnhX9ca7qjexibFcunuJs3fOcvbOWc79u5AVZ1ew9MxSLH6oiWtiNJExkUTGRhIbF8dPuy8xq9M4SthZ8kHURYp0bIethRmD/+yHgRjidP+itAcpUOn9PlAK9syGHVPBtaWxmYJ18Vw/tSRDEmfDz3Ik6AiHgg5x4OYB4g3xuJV04/MWn/NShZewMrPK9XWyy9JS2ueKZ5MEtc87Ewra51V73acmNwGxEAVUdlJtxneqyfFr4Xy02p9apYpR3tGE/FqdHnovgT9Ggd/nEHMH2s+AvJ7hS359PsLKzIraJWpTu8SDmeW+PxNz6zjHqtmyz6M0i5pYYWdtB4Ay6Jl9+n0qV6vFO83b0vrXa9g2N+ajjt51Me33KPXvA6WMweye2caFci//mKtyXYERgey+vpv9N/dzNPgokQmRALgWdaV39d70qNqDavZPppWuEM8bCWqfdyYUtM+P9rpCiNwxdREngIWZju9edafznH8YufwYq99uhqWZPuuL6M2g+/fGWcsDP0DMXej+Xd5VAUi1ACy9ABeAgACsgeYPPj4C/jr9Hx9tXI1meZNypYIJjtvCuL0bKVLBkt5HS9C/Zv+UdKQMK0coBVs/gf3fQaM3oNP/ZTtoTzQkcjzkOLuv72b39d1cvncZgPJFytOhYgcaOzemsUvjJ5peIMTzSoJaUbhIq1QhcqScgw1f9a7P8GVH+Wzjf0zrXsek43z8lzKo/edg7QA7p0PsPejtA+Z5cNs81QKwlGtmUb7sXFAEH64MoIhNPX7t9x7VnIsQmxiL/21/Vp5bic+/Piw9s5QulbowsNbA9M9VoQL8/T849BM0fQs6zDQ5vcKgDJwIOcHfV/5m69Wt3Im9g5nOjEbOjehdrTetyraifNHy2fhGPCGDBsHJk1CsGDg7w/LloDfhzY0QhYQEtaJAqlixIqVKpZP7Z2Kr1EKfMiFEXnqQt9qutgtDW1RkwZ4ruJe35+UGWS+ECrgbYAz2PD8yzthu+hD+HA3e83OfY5tOfmtyqbLBGwanW6osKi6REb8exc7SnI0jW6e05LYys0qpqhB4P5ClZ5ay/uJ61l9cj5ONE842zjjZOBk/rEviXGQ7Tv47cWo8CKe2E7HN4rmEx4ZzKvQUh24dYsvVLQRFBWGpt6RV2VZ0cO1A8zLNsTW3zd3340mYOxdatIC33oKtW6Fj/pUrE+JJk6BWFEhTcpn7KikT4nmUul500HdWKS1jmTIFAgL4uGMN/K/fY8yqkygU3g3Sb7n66LlSasE2GWZMQdg5HVzqgseo3A04ICBbue5KKcatPcWV0Ch+Gdo0JaBNrVzRckx4YQIj3Eaw/uJ6Lt29REh0CAH3Ajh06yARD/JcKeUMob7wWzNszW1Tgt7kANjO3I7z4ec5FXqKwIhAAMw0M5qXac677u/SulzrwhHIpic0FGwL6diFyIAEtUII8YxIU7v2Kmlu75vrdSwe3JihS47wwe8niY5Pon/TtFVBMqyD2+pDCD4F2yYZW8dWeTFPn0N6ucJKKZRSLD8UyB8nb/Jhu2p4VM661qq9lT2D6wx+uOH2OVgzhOjgQEI8RhJSpxvB0SGERIdwO+Y2IdEhBEcHcyjoEKHRoSSqRJysnahbsi69qvWibom61HasjY25iY0sCqJRoyAmBhwcoFnuO8YJUZBIUCueH5KPKwQAtpZmLB7cmBG/HmPCutPExCcxtGUl0w7WNOj+A4RehNVvwLCd4JhH9agz0LlzZy5fDcTw8pd4VS/JCK8q2TuBUnB4gXFRmIUdNn1X4Fq9A66ZHGJQBqISoihiUSQ3Qy945s4FDw94/32YORMmTnzaIxIiz0j1ZfH8MDEfV4jngZW5nnkDGtK5bimmb/yPb7dfQKm0TQ3SZWkH/ZaDpoPf+hnr2OahR3PiQ0JC8PPbxYXz57GNDmJ2Hzd0umzk8kbehuWvGHOBXVvA2/ugeocsD9NpumcvoE2m04G9PUREPO2RCJGnZKZW5Ei+LsSSFbpCPBEWZjq+7euGlbme2dvPE5OQxMcdqqOZsgDM3tVYx3aZN6x7E175Nc9q2D6aEz9r1iyKla3K3ZgEXK5swt52cMYHPir2nrGywf7vIT4aOn4JTYbnTwOJwmTUKLB5kD6xfPnTHYsQeUxmakWO5PtCrLlzwc/POJuwdWv+XkuIQir1m8tHmzBk1ZAhmZlex6xe9ejftDzzdl1ixt9nTZ+xreQJHWbAuU3GmdCsjvPxSbstk7SgkJAQ5v28gJiSNWja2J0je/04e/Zs5teICYedM+CbuuA7Hco2geF+0PRNCWh9fOD4cdi71/ghHRbFM0ZmakXBJit0hchQ6jeXaRZZfZRJEPegzBeATqcx/eU6nL9zjp92XybJoEABpsSATYbD/Zuw9xswt4Z209MPHpMbLQwe/HijhUzSgrbs3IN1vQ64lCxBgwrm9GozmX/++YcaNWqk3TkmHPZ9BwfnQ3wE1OhiXNRWuoEJT0II8SyQoFYUTLJCV4j8lap7l6Zp1Kp0mtole7NwzxXs9cMJN/8p68BW0+DFKZAQY+zMZWELrcen3S+DRgsZUUqxLaosjp4D6Wp+nNh7obzzzjtpd4y9DwfnGQPauHtQ62Vo9RG4mNZcQgjx7JD0A1EwzZ0LZ85A48bGFbpCiHynaTC5ay2GtKhI0aRu2Ce8ZZyxNeXADjOhwQDY9QXsmZ3rsSw/dI3d528zvlMNHGwt0u4QHwV7v4Vv68POz6BiS3hrL/RZIgGtEM8pmakVBZes0BUid9Lp2JUVTdP4pHNNvj7wFcUSe2JlqE2E2Uai4hKxtczkT4ZOB13nQEIsbJ8CZlbG9rM5yGO9FhbNZxv/o0WVEvRvWoHZ+x58IewSXNxu/LjyDyTGQJWXjDPDZdyzfR0hxLMly6BW07RiwApAD0QBrwAXgcsPdhmllDqladpUoBNwSCk18sGxabYJYRJZoStE7iWnGDzatSs5txWMebWp0hDAGNjeNVtMgnaVoondcUx4hxc+30HPhmUZ8EJ5qmxak34urE4P3vMgMRY2jzWmBdTsCjW7mzzkJIPio9+PUVEL4tsGsej2fQOnVsPVSzB3gXEnh8rg/jrU6Qnlm5p8biHEs82Umdr+wNdKqW2apv0IjAV+U0p9nLyDpmkNgRZAE2CSpmkvAuGptymltuf5MxDPnvRWSAshniwNosx8idL7YmGogXet31h+8Bo++wKYZhbN6xkdpzeHXovBfwWc+QMOzIN9c+F9O1g/AiyLQltL2Pk5mFmCwQBRIRAZTNL9YO7evs7S2GAstQT488E5wyzA2gE6fQhV2oKDiY0ihBDPlSyDWqXUD498WhIIBLpomtYaOAW8CXgCa5RSStO0LUBH4F462x4LajVNGw4MByhfvnwePB0hhBBpPFo2K53ZW5evXFJa4c47Mo+gD4Me7q9BvP4ss19xY0Lnmny82p8pZxWlzgTzUq2HZcN8Tvg8rMZgZmGcSXV/HWLuwoWt8NkguLDNOIv7goUx9zaZZTEiLRw5H2XD9YRy2JdqRYsXPNBK1oASVeGHhXDzJjQZlsffGCHEs8TknFpN05oB9sA2YLFS6pamaUsxphfYApce7HoHcAYS09n2GKXUT8BPAI0aNTKxMKIQQoiMpNsYJY+66ZWws2Tuqw3oN3kNo347xsrhzWi/skZKQDx2+9jHA2IA6+JQrw/8/gqsvGDcpmnGGdqkeK6FRTH170vsOBtCNWc7Pu1eh6aVHPNkvEKI54tJQa2maQ7AXKAnEKSUinvwpSNAVSASsH6wzQ5jVYX0tgkhhMhHOWmMkhyIPlbjNgM2FmYssLhAD1sPhiw5TFgCKb/dk4Nbk2gavx0LZsof/2Km05jQqSaDmrtirpc/FUKInMnyt4emaRbAKmCcUuoqsEzTtPqapumBl4GTwFGM+bMA9YGADLYJIYQorFxdQdMoOW0ii5eNIyFJ4RQ/BZ2yy9ZpFPD9zouMW3uKppUc2THGi2GtKklAK4TIFVN+gwwB3IEJmqb5Af8Cy4ATwP4Hi7/2AA00TfuWBwvJMtgmhBCigEo3deFRyQ0UlKLK6UP89FpDzJQLJeMnoClLk66hlGKG12BmbTlHd7fSLBzYCJdiVrkfvBDiuZdlUKuU+lEpZa+U8nrwMVUpVU8pVVcpNeHBPgbgReAfoKNS6kp62/LziQghhMid7KYuNK3kSKj5bCwNtXGJ+xozQ9lM908yKMauOcVPTXvyerMKzO7jJrOzQog8k2e/TZRSMUqp1Uqpy5ltE0II8eyINttNiMVk9KoYpeK+Ye2x68YvpCrNF2FhzTvLj7HySCCj9/7G1G610elMa8xQvnx5KlWSMl5CiMxJRzGRJ5xtnVMWiTjbpil0IYR4hsXqj3PLajQl4j/ig9+tOHA5jKlXrnH3XgzbzwSz9UwwB0YvJ+F0EBO71GLIF7+C9ovJ5+/du3c+jl4I8ayQoFbkiTRlfIQQhVq6b1QzabubpN0h2GICs5qd4budF9lKfe7O8AWgYglbBh/5g05Lv8atXPEn9hyEEM8XCWqFEEKkke4b1fTa7j5KM/Bh++o0rujAcp8t1G/3Au1qOVO5pB3aR62h3KJ8HLEQ4nknQa0QQojsebRDWTo8q5XE0+IieA14MuMRQggkqBVCCJFdedShzORrnTwJxYqBszMsXw56/ZO7vhCi0JBaKkIIIQq2uXPBzw/s7WHr1qc9GiFEASVBrRBCiMIhNBRsbZ/2KIQQBZSkHwghhCjYRo2CmBhwcIBmzZ72aIQQBZTM1AohhCjY5s6FM2egcWOYOfNpj0YIUUBJUCuEECLHHm22kq+NV3Q6Y05tRET+XUMIUahJ+oEQQjyPsijLZarkerZT/KYwxWvKw3NfvQpTpxqbNCTXt82pUaPAxsb4ePny3J1LCPHMkqBWCCGeR0+yLFdu+Pg87REIIQoJST8Q+Se5paampWmpKYR4hgUEwOTJoFTuZ2mFEMJEEtSK/CN/2IR4brgWd021wTW93YQQIt9IUCuEECLXBrkNSrVhUHq7CSFEvpGgVgghhBBCFHoS1AohhBBCiEJPglqRvySvTgghhBBPgJT0EvlL8uqEEPCwGkryYyGEyGMyUyuEECL/STUUIUQ+k6BWCCHEkyHpSEKIfCRBrRBCiCdD0pGEEPlIglohhBBCCFHoSVArhBBCCCEKPQlqhRBCCCFEoSdBrRBCCCGEKPQKXFAbHBxMy5YtM/z65cuXadu2LW5ubnz66adPcGRCCCGEEKKgKlBBbXh4OAMHDiQqKirDfb777jumTZvGiRMn2LJlC7dv336CIxRCCCGEEAVRgQpq9Xo9K1eupGjRooBx1rZjx454eHgwY8YMABwdHfH39yc4OJi4uDiKFy/+NIcshBBCCCEKgAIV1BYtWpRixYqlfD5jxgxeeeUV9u3bx/r16wkLC6NDhw4cOHCAOXPm0KZNG8zMpNOvEEIIIcTzrkAFtamdO3eOH3/8ES8vL6Kiorh58yYzZ87Ex8eHzz77jJiYGLZt2/a0hymEEEIIIZ6yAh3UVq9enZkzZ+Ln58fYsWNxcHDgypUrBAYGEhsby7Fjx9A07WkPUwghhBBCPGUFOqgdO3YsX331Fc2bN2fz5s04OzszdepUvLy8KFmyJOXKlaNNmzZPe5hCCCGEEOIp05RST3sMADRq1EgdOXLkaQ9DCCGEEEIUEJqmHVVKNTJl3wI9UyuEEEIIIYQpJKgVQgghhBCFXoGphxUQEECjRibNLgshhBBCiOeDu6k7Fpig1tXVFcmpFUIIIYQQyTRNO2bqvpJ+IIQQQgghCr0cBbWaphXTNO1vTdO2apq2TtM0iwz2W6hp2n5N0z7J3TCFEEIIIYTIWE5navsDXyul2gFBQIfUO2ia1gPQK6WaAZU0Taua82EKIYQQQgiRsRzl1Cqlfnjk05JASDq7eQG/P3i8FWgBXMjOdZKSkrhz5w4JCQk5GaZ4hpmbm+Pg4IBer3/aQxFCCCFEAZCrhWKapjUD7JVSB9L5si1w48HjO6Szek3TtOHAcIDy5cunOcGdO3ewsrKiRIkS0g5XpFBKERkZyZ07dyhZsuTTHo4QQgghCoAcLxTTNM0BmAu8kcEukYD1g8d26V1LKfWTUqqRUqpResFJQkICdnZ2EtCKx2iahp2dnczgCyGEECJFjmZqHywMWwWMU0pdzWC3oxhTDg4A9YFzObxWTg4rcAICAnB1dc3x8VeuXMHV1TVH34+v9n1FZHwkdhZ2fOjxYY7HUJA8Kz8XQgghhMgbOZ2pHYIxnWCCpml+mqZN1jRteqp91gOvaZr2NdAH2JiLcRZqX3zxBceOmVxmLV0nTpzgiy++MGnfqKgoduzYwfXr1wGIjI987N+8EB8fz65du7hwIVtp0kIIIYQQ+SJHQa1S6kellL1SyuvBx1Sl1Cep9rmPcbHYAaC1Uupe7of7ZEVFReHt7Y2npyevvfYaSikGDRpEnz59AOjbty+DBg0CjPm/RYoUITY29rFzBAQEEBgYSI8ePUy+bmJiIuXLl8fLywsvLy9OnTqFt7c3N27cICAgINNjExIS6NSpE/v376dr1678+++/KV/b89se5s6dm/L55MmTady4MSNHjgSMgWqfPn144YUX8Pb2Trm97+bmljKWbdu2AdCnTx927NjBoEGDUraNGjWKtm3b4uHhkek43377bZo3b07r1q25e/cuAD///DMNGjSgX79+klYghBBCiGzL1+YLSqlwpdTvSqmg/LxOflm2bBnNmjVj165dWFpapnQ8O3ny5GP/Amzbto3Y2Fh2796d5hzJQWN63nzzzZSA0cvLi2nTpuHv70+/fv3w8/PDz8+PunXrAjBixAiWLVuW6ZjPnz/PRx99xCeffMKQIUPYs2cPAHdu3OH8vvOMGDECgKNHj7Jnzx4OHTqEk5MT27dvZ/PmzdSvX58DBw5Qs2ZNNmzYQFhYGDVq1EgZy0svvURQUBAvv/wy06ZNY9y4cfj6+nLs2DGcnJzYsWMH7777LnPmzEl3fP7+/iQmJrJ371769evHggULuHnzJt9//z0HDhygQ4cOLFmyJNPnKIQQQgiRmnQUy0SZMmVYt24dFy5cYMGCBTRu3BgACwsLwsLCMDc3T9l38+bNjBw5ks2bNz92jkuXLlGzZk0ApkyZwoQJE2jVqhVubm4EBQUxf/78lIDRz8+PSZMmceDAAf766y+aNGnCkCFDSExMBKBmzZpcvnw50zHXrl2bLl26cPz4cdatW0e7du0A+Ov//sKxrCO//fYbSUlJ7Nq1i549e6JpGu3bt+eff/7B0dGRM2fOEBkZyZkzZ6hatSoHDx7k0KFDeHh48PLLLxMREYGLiwuDBg3i/Pnz/Pzzz3Tv3h13d3cmTpwIwO3bt3Fyckp3fMWLF+fSpUtERkbi7+9PtWrVOHDgAO3atcPS0jJlLEIIIYQQ2ZGrkl5P0tQ//+XMzft5es5apYsyuWvtDL/etWtXYmJi6NGjB61bt2b27NkA1K9fn5UrV1K/fv2Ufffv38+ePXto27Ztpte8ePEiu3fvZtq0afj6+vLqq6+m2adx48Zs376dUqVK8frrr7Np0ya6desGGMtZmeLPP//EYDBQpEgRLh+9TEJcAq3faE1kWCT/+9//KF68OJUrVwbAwcGB4OBgatc2fi/mzJmDra0tlSpVwtLSki1btlC1alUmTZrE4sWLGT16NAC+vr6EhIQ8FsCGh4fz008/4efnl+64XFxcqFChAnPnziUoKCjluZYpU+axsQghhBBCZIfM1GbiwoULdOjQgRMnTnD79m1++eUXANzd3fHx8cHd3Vh619/fn9DQUHr16pWSQ5vM2tqayMiHC7Ref/11wFiXNz4+Pt30g3r16lGqVCkAGjVqlLIYKzIyEmtra0wxadIkBgwYwMKFCwm6GET99vUpWrIoAwcOZOfOndjZ2RETE5NyXoPBwJw5c/j4448ZP348PXv2ZMaMGVSqVIkqVaqkGQvAW2+9xfTp05k1axZgDLiHDBnC9OnTcXBwSHdcK1aswNvbm3HjxjF+/HjGjBmT7liEEEIIIbKj0MzUZjajml8WLFhArVq1GDhwIHXq1ElZBObu7s6YMWOYNWsWJ0+eZMuWLYwfP54PPviAiRMnsmXLFoYOHQpAp06dWLNmDQMHDgTA1tb2sWvMnz8/zXX79OnDhAkTqFOnDuvXr2f8+PEArF69mk6dOmU65pUrV3L+/HkmTpzI3bt3KV68OA5lHAg8bQy0jxw5QoUKFWjYsCG///47ffv25eTJk7i6unL79m1OnTpFvXr12LdvH5aWlkyYMIGWLVvSrVs3Vq9eTatWrdi/fz8LFy5kwYIFKdcAGD9+PHXr1k2ZVU5PeHg4gYGBdOvWjb1796JpGg0bNmThwoUAKWMRQgghhMgWpVSB+GjYsKFK7caNG2m2PUk3btxQXl5eytPTU3Xr1k1FRUWpgQMHqitXrqhq1aqpK1euqIEDB6q2bduq48ePK6WU8vX1VT179kw5h8FgUL1791bBwcFq8uTJaufOnUoppRYvXqwWL16c7nVPnTql6tatq+rUqaPGjx+vlFIqJCRE9e7dWxkMhkzHHBcXp3r06KFatmypXnnlFRUTE6Mmbp+oGnRuoMrXK6/c3NyUv7+/SkpKUh4eHmr06NGqWrVq6vLly+rixYuqcePGysbGRjVp0kRdv35d3bx5UzVp0kTVrl1bDR06VMXHxyullHrrrbdUs2bNVOfOndXt27fVmTNnlE6nU61atVKenp5q7NixSimlvL29HxtfaGioatOmjbKzs1O1atVS/v7+SimlevbsqYYOHarq1Kmj9u3bZ/L/jxBCCCGeXcARZWIsqSkTczTzW6NGjVRydYFkN2/epHTp0k9pRHnn+vXr7N69O938WVMtX76cli1bUq5cuWwfO8VvysPHXg8fx8TEsHHjRtzd3alUqVKOx5YXkpKS+Ouvv6hcuTJ16tQx6Zhn5edDCCGEEOnTNO2oUqqRKfsWmvSDwqxs2bK5CmiBXB+fHmtra3r16pXn580JvV5P9+7dn/YwhBBCCFFIyUIxIYQQQghR6ElQK4QQQgghCj0JaoUQQgghRKEnQe0TEhAQkOfnzKq7mBBCCCHE80KC2ifgiy++4NixY3l+3h9//JHdu3ebtG9EWASXj14mIiIiz8chhBBCCPG0SVCbiaioKLy9vfH09OS1115DKcWgQYPo06cPAH379mXQoEEA3LlzhyJFiqQ0aEiW3GGsR48e2bp2cHAwLVu2TPk8ISGBrl270rx5cxYtWgTAjBkzmDNnTpYduMICw1g9bTXXTl/D09OT+Pj4lK917dqVEydOAHDt2jW8vLxo06YNw4cPRynFjRs3KFu2bErHs9u3bxMeHqRZD+UAACAASURBVE6nTp1o1KgRb775JmAMsJP3cXNz480330x3W2ZGjBjBn3/+mfL5kCFDaNasGdOnT8/W904IIYQQzx8JajOxbNkymjVrxq5du7C0tCS5ju7Jkycf+xdg27ZtxMbGppk5XbZsGSNHjszwGum1yQ0PD2fgwIFERUWl7Dd37lwaNmzI3r17Wb16NREREZiZmdG2bVv27t2b6fMIvhxM9/91x2ugF5UqVeLKlSsA/Prrr1SuXBk3NzfA2N3sxx9/xNfXl8DAQE6dOsXBgweZMGECfn5++Pn5UbJkSZYtW0b//v05cuQIERERHDlyhLfffjtln5YtWzJs2LB0t2Xkn3/+ISgoiK5duwKwdu1akpKS2L9/P5cvX36sPa8QQgghRGoS1GaiTJkyrFu3jgsXLrBgwQIaN24MgIWFBWFhYZibm6fsu3nzZkaOHMnmzZsfO8elS5eoWbMmAFOmTGHChAm0atUKNzc3goKCmD9/fkrg5+fnx6RJk9Dr9axcuZKiRYumnMfPzy9lhrhVq1YpAfYLL7zA8ePHM30etTxrUdylOOf3nyc8PJwqVapw584dxowZg729PTt37gTgs88+SxlrWFgYJUqU4MCBAyxYsAB3d/eUdr2Ojo6cPn2au3fvEhgY+FhDiBs3bhAcHEyjRo0y3faohIQEhg0bhqurKxs2bEjzfNu1a8eePXsyfY5CCCGEeL4VnuYLf4+FoFN5e06XutBxZoZf7tq1KzExMfTo0YPWrVsze/ZsAOrXr8/KlSupX79+yr779+9nz549tG3bNtNLXrx4kd27dzNt2jR8fX3TbarwaDCbLCoqijJlygDg4OBAcHAwYGygEBMTk+VTjY+J54zfGdwruKNpGrNnz6Z37968+eabjBs3joiICLp16wbAypUrqV27NqVLl6Zjx45MnDgRGxsbXnzxRfz9/WnRogUbN25kzpw51KxZEwcHh5TrfP/997z99tuPXTu9bY9aunQptWrV4n//+x9z587l2rVraZ5vfuQkCyGEEOLZITO1mbhw4QIdOnTgxIkT3L59m19++QUAd3d3fHx8cHd3B8Df35/Q0FB69eqVkkObzNramsjIyJTPX3/9dQDKly9PfHx8uukH6bGzs0sJXiMjI1PyaK9cuWJS61wrOyteHvcyCQkJHD58mOPHjzNy5EhcXFzo06cPfn5+gLGiwldffcU333wDgIeHB0WKFEGv19OgQQMuXLjA1KlTmTdvHpMmTaJGjRosXrwYAIPBwM6dO/Hy8kq5bnrbUjt+/DjDhw/HxcWFAQMG8P/t3Xl8FdX9//HXmbn3ZickbBGRICjgAqgECKIUcbfrT22ttdZaFW3Vti6teystdhP9tlq10qp1b91tVUSrWFEWBRRQCyooi0AAgezJvXfm/P6YmwUMkISb5CZ5Px+PPGbuzJkzn7t/7smZc2bPnr3L+ysiIiLSlM7TUrubFtW28re//Y2DDz6Yc845h0MPPbT+IrAjjjiCK664gptvvpklS5Ywa9Ysrr32Wi6//HJuuOEGZs2axfnnnw/AKaecwpNPPsk555wDQFZW1g7nuPvuu5sVy+jRo3njjTc4/fTTWbJkCcXFxQA888wz3HTTTbs99rn/e44Rk0dQOKqQ7du307NnTw444ABWrVrF8OHDWbhwIYWFhWzbto0zzzyTe++9l9zcXABOPPFEHn30UXJzc3nppZe48MILeeihh1i2bBnFxcUsWLCA4447Dgj6xY4bNw5jTP25m9q2s7pYgPpYDj/8cN544w2Ki4tZsmQJw4YNa9bjJCIiIt1T50lqO8BPfvITzjrrLO677z5yc3N59NFHmTdvHoMGDWLo0KEUFhYCMGvWLKZPnw7A5MmTueOOO+qT2q985SucccYZnHzyyXsVyznnnMMpp5zCnDlz+OCDDxg3bhxvvPEGffr0oXfv3rs9dsK3J/D0b57GGMP53zyfYcOG8fOf/5zzzz+fm266iczMTJ566immTZvGmjVruPTSSwGYOnUqv/zlLznmmGOIRCJcdNFFDBs2jGuuuYZzzz2X1atXM378eM4888z6x2HixIk7nHvnbR988AGPPPLIDiManHfeefzgBz/gH//4B7FYjCeeeIKcnByOPvpo1q9fz8yZM5k/f/5ePX4iIiLStRlrbUfHAEBRUZGtu/ipzvr16+nfv38HRZQ869at4/XXX2+y/2xLrF+/njfeeIMTTzyR3Nxcbr31Vi699NIdLlhryo2v3diwPimxPn06VFRAdjZceeVexdVWtm3bxssvv8zEiRMpKCj4wv6u8voQERGRphljFllrm77SfCdqqW0HAwYM2OuEFqB///71IwIAXH755a2vrK6fb6P+vqkmLy9vh/srIiIisiu6UExEREREOr2UT2pTpXuEpBa9LkRERKSxlE5qw+EwFRUVSmBkB9ZaKioq9tiXWERERLqPlO5Tm5+fz9atWykvL+/oUDq1SFWkfn39+vWJjQ3bqNvWiYTD4R0mfRAREZHuLaVHP5DkMFMbxoi1v0w8343HjU2R14CIiIhIYy0Z/SClux+IiIiIiDSHkloRERER6fSU1IqIiIhIp6ekNhkKCoI+qk3MeiUiIiIibU9JbTKUlOy4FBEREZF2paRWRERERDq9Vie1xph+xpg5u9m/rzFmnTHmtcRfn9aeS0RERERkd1o1+YIxJg+4H8jaTbFxwE3W2rtacw4RERERkeZqbUutB5wBlO2mTDFwvjFmsTHmN608j4iIiIjIHrUqqbXWlllrS/dQbCYwCRgDjDfGjGzNuaRtlEcy+M2kc1mZv29HhyIiIiKy11rV/aCZ5lprawGMMe8ABwJLGxcwxkwBpgAMHDiwDUPp/AqmF1BSWUK/rH5svHLjXtXl+ZaffPVnvHrAWJ49eBKPf17FwF6ZSYpUREREpP215egHs4wx+xhjMoETgPd2LmCtnWGtLbLWFvXpo+vIdqeksmSH5d64edYKXj1gLBcueJLaUJiz7pnPxtKaZh1rreXfS9Zz0/MfEPf8vY5FREREJBmSktQaYyYbYy7ZafNUYDYwH/iLtXZFMs4le+fpd9bxl/+u5Kx3XuCa1+7jgcd+wbbKGGf9bT5bKmp3e+yi1ds49a65XProO/x1zif853+b2ilqERERkd3bq6TWWjspsXzVWvvnnfbNttYOt9aO3HmfdIyIP5SrnlxG8eB8bvzP3QCM3Pgx935/DJ9tr+bse96itCr2hePWbq3i4kcWc9pdc/lsWzW/P20E++Sm8/CC1e19F0RERESa1JZ9aiWFuDafPrXX0S8/jTvPGk34Qq9+39j985lxdhHn37+Qs+6Zz8gBPdlSXsuWilq2VERZv72asOvwk2MPZMrEwWSlhSgpq+XWlz/kky2V7N97dyO7iYiIiLQ9zSjWHViHPrXX4ZDB3743hvysSLDdNBSZOLQPt3/ncNZurebF9zby6eeVpIddDtuvJ1MmDmb2lZO47PihZKUFv4O+PWY/Qo7hEbXWioiISApQS203kOGPJs0OY0v4FoYVfDPYODQEp2XAshjUlEF6D048pIATDyloVp19e6RzwiH9eHzROq44YRjpYbcN74GIiIjI7qmldk8KCsCYYNlJZcdPJs5WKt3Xgw0rZsK3MqDSwuFhuOtIWDm7xfV+d1wh26tiPL90Q5IjFhEREWkZJbV7UlKy43JvdECCvH57NRn+aCpDL4HxYPkL8M+zYaMPd1fAvVUQSocHvwH//inUlgcHxmpgy8fw8Suw9HFYtzBo0W1k/JBeDO6dxUPqgiAiIiIdTN0P2lMyE+Rm+sfbawFDufsSX7UheOx7sM9I+M1sqAU+8+CiOTD7Jpj7Z1j+HBgXKnYxwUNOf+gzDHoOxFiPu7O3seKzzyn7ey499jkQTpgWJO4iIiIi7UhJbRcW93z++fYaapzFnGK28gQZQUL73adgSl5DwXBGkIwO/yrMux3SciGvEHoODP4y8mHrKtiyAjavgM3LYcX74IYZ7IRxnCix9QY+nQVDT4L9j+64Oy0iIiLdkpLaLuzV5ZsoKavluMhj3EcG7+Az7rtPQUbPpg8YOC74a0rf4cApX9jsAnc9voRXlq1mUdZPcebdoaRWRERE2p361Kao9z4r5bml69lWGW11HY+8tYbzst7kAWctb+FxApW7Tmj3wneLC9kWdVnW/3T48MWgL66IiIhIO1JLbTtb1m8ICwaO4DvROJmRLz781lruOfYcflt0Op7j4hg4fGAePWLfotpdiE8Fs5dv4qNN5Xy8qYJVmyuZNKwPFx9zAKZRX9a1W6vYf+WD3BB6gFl4nEoVVW3U1XXUgFwO3bcHv9k0gX+698GCu+DLt7TNyURERESaYKy1HR0DAEVFRXbhwoUdHcYXNb7oaVePVXPKAE+MOJZrT7yEaChC/9x0rv/KwZx8aEF9MlpRG+eqJ5by/LINnLhiLuctfJY3732K2Ss2sXRd6Rfq652dRp+cNP63oYxTj9iX3506kkjIAWuZc+/VHL32L1QPOYWeK/9BNBGi/aVtUczNdfd/V/LbmctZUfQv0lb8Cy57HzLz97peERER6b6MMYustUXNKauW2nYQ93xueuF/3Pfly5nw6buc//Yz/OHHt/Kjhxdz1AG9ufFrhwCWCx9cxCdbKrlm9r1MeespDDD2+KFcdvxQ3BvzyPCOwBBm9nmPcEDfbHpWr8XOu5NVzkqWLovy5uoeTDhoIKHqzRy99inmZh3Hkd95kOi0f7T5fRy+Tw8Alg86m1Hv/QMW3w9HXdbm5xUREREBJbVtbmtllEseWczclZ9z3tvPcM3sewlZn6MvmcDDC9Yw/aUVnPTH1wm7DpkRl4fOG8eRv/vKF+rxzXYqQ68CUJS5CWZeBe89gXEjDMkfQt+ccioryqld9DqO8fh7/CT2O+WP4Cb3KS6YXkBJZQn9svqx8cqGYb+GF+QA8E7tvoza/0uwYAaMvwTccFLPLyIiItIUJbVt6H8byrjggYVsKq/llm+O4rTfNySrIdfhnCMH8eWR+zB91grWl9bw+9NGsE9uxi7rO9g6TCUN7iyGcGaQNI6/BHL6kQMsWrGJHz28mKqoR0GPdN4Y3i/p96mksmSHZZ2+OWn0zAyzoqQiiOmRb8L7z8DIbyY9BhEREZGdKaltI88v3cCVjy8hNyPM4xeOZ9R+TY860Ds7jd+dNnKP9Z1uQzxABlGAiVdC8Y++0Gd10rC+/HPKeH748CLOP2p/Qm77DW5hjGFovxxWbCyDbxwHvQ6EeX+GEadrMgYRERFpcxrSK8k833LzrOVc/MhiDu7fg39dOmGXCW2zWAv/vZnHyWQRHgdSAZOv3+VFWCMG5DLn58fw/Qn7t/6crTS8IIcPSyqwxkDxD2HDu7BmXrvHISIiIt2PktokKotkcsEDC7lj9krOHLsfj1wwjr456a2v0AWemgKzp/EAUY6lis1mzyMVmHZuGS2YXoCZarhn6a+pqI3z2fZqGHUmZOTBvDvaNRYRERHpnpTUJsnG7F5843u38PqHm5n2jUP57akjSQu5ezyuLiEsmF6w444sA9/LhGWPweQbOIea+mG5Uk1d/9rPY8sAWLGxHCKZMPpcWPEClH7WkeGJiIhIN6CkNkluPfos1uX24+Hzx/Hd4sJmH/eFC6+2r4UT0uDSbNjHhW/eH/ShTdGEtrGosxqA5RvLgw2jzwHrwzsPdWBUIiIi0h0oqU2CT3vuw5OHHstZ785k3OBerapjpHXgyQvgT6NgbASWx2BGJRzyjSRH23asqWLfnhl8WJJIavMGwZDJsPgB8L0OjU1ERES6NiW1SXDbkd8m7MX44fzHW3zsEGt4ymawhOzgX/XjLoLbKuCZGtjit0G0bWtov+yg+0Gd0d+HsnXw8SsdFpOIiIh0fUpq99KqzRU8c8gkzn7nBfpWbm/+gTVl8PIveJ9sjifE9dTAZe/BSb+BstSYuniX/X13Y1hBD1ZuriDmJRLyYadAVl9YdF8bRSkiIiKipHav3fbKR6TFY1y44MnmH3RYGG4fDW/+iUeIcSAV3GSiwWgBHWjnJHZXEy3szvCCHGKe5ZMtlcEGNwyHnwUfvghl65Mes4iIiAgoqd0rH28q59kl6/ne4ufoXVW65wPyDHw/E76eAXmFcMGr/MDUsLEZw3Q1qaAgmNigoPktqbvTmiR2Z0P7BdPlLm/cBeGI7+mCMREREWlTSmoba2GS+Mf/fERm2OXCt57afUHfhwUz4KJs6OfCs9Vw3suw7+i9i7ekZMdlChjSNwvXMcHMYnXyB8PgSbpgTERERNqMktrGWpAkrthYzvPLNvD9CYPIry7bdcFtq+HBr8PMn8EaD+6sgHdjXXbq2LSQy+DeWazYWLHjjtHnQulaWPlqxwQmIiIiXVqoowPorP70yodkRUJccPTgho3ZBj55Hbaugs9XBstVrwX7vvonKDq37QMrKAiS8n79YOPGtj9fE4YW5LB03U4XzQ07BbL6wKK/w4HHd0hcIiIi0nUpqW2G9/oO5r2CA1j94nJWf17J6s+reH99GT+efAA9MyNBoePSYEIa3P/V4LYHbPVgewT+/E7Qh5Z2SGpToEvC8H45PL90AxW1cbLTEi+xUAQOOwvm3g5lG6DHPh0Wn4iIiHQ9Smr34PVBh/O9M34NQHjOKvbLy+Sj0nlUhFbwhyWzuXzyh3BqBowIwztRuPUF6DUE8gvBAlTCw82fYawrGFYQXCz2UUk5hw9sNKLDEd+DN/8I7z4EE3/WQdGJiIhIV6Skdjfins+vjz2fgds28NA/r2ffrRtwHYOZegwAPSuBB/9fkNC+XANzo/BssI/UGGq2Q9QltSs27pTU9hoSXDD29j0w/hIIZ3RIfCIiItL16EKx3Xj0rTV81LuQa2ffy8DSElyn4eKuQmt4kyxY9zY8WRUktALAfnmZZEbcHYf1qnP0FVC+ARZqMgYRERFJnq6X1CZp7NbSqhi3vvwhxauXcmLlAhgZhjm3wgs/40mbwdtksQ8OnP00vBdPUvBdg+MYDuyXw4clTSS1+0+EQUfDG7dCtLL9gxMREZEuqesltUm6UOq2Vz+irLqWO2r+iLkgG/5fBrwyFZb8k6E4zMNjApUw6KgkBN31DOuXzYqmWmoBJl8PlZvhrb+2b1AiIiLSZaVsn9qP3p1D6doPGHr06fTo2atdz70qrz//nLuCZ/vcS6+0GlhQC2/FYEMZRLIYMbVrjjGbTMMKevDYwnVsLq+lT07ajjsHFsOQY+HNP8GY8yAtp2OCFBERkS4jJVtqC6YX8J8nL6No0c9J/78DWfq7ySx47GY2r/+0Xc5/+3Fn8kh4GoeUzYEXa+DFWtjqQySrXc7fFQxPXCzWZBcEgGOug+qtsOAv7RiViIiIdFWtTmqNMf2MMXN2sz9sjPm3MeZNY8wPWlJ3SWUJF7uLmej3ZlH/M8mr3cC4D6bRZ8Yolv12Ems/WtLasPdo4ciDuWz4MxzkrsOc8RAs0AVgrTG0X5DUNnmxGMCA0TD05GDc2urtTZcRERERaaZWdT8wxuQB9wO7a7q8FFhkrb3RGPOCMeZxa+0uMpwvssYyx13F+AvvwPo+q1e8w/r5j3HI6geJPHQs84deypgzrsMN7XgXPu/dg4+OPQDT08CfE5MdGAdrHLL2G8khx3wHJ7uJ7gyfr6T0a/kcNGozURvGnvMvKBzX3HBlJ31y0uiVFWHFxt1MIXzMtXD30TD/zmBdREREpJVa26fWA84Ant1NmUnA1Yn114EiYHbjAsaYKcAUgIEDB+6yIuM4jHv+y5RUljAy/QDud0ZS/NGtLP/dTDK/9Rf2O2AkH8ybSc38vzLiRy7F5mO2+tmYLSUYfLA+ITyyNz1GfNEv2bbPBPLHnoEZ/mX4bDHRuXcRWvUfMg9zmBU/jD7/3si4Xyuh3VvDCnJYUVKx6wL7jISDvgbz7oRxF0FmfvsFJyIiIl1Kq5Jaa20ZgDG7vWAqC/gssb4V6NdEPTOAGQBFRUW7na6gpDIYzWBp7ceMumEFC5+bwYGLf0X6w8exzunDIXY9ZWSxeP1g9nltPYUfrwcbVGmmGrAOR3pj+FHacCZ+9ga9nr0Ynr0YgDKby8P+qVS/Y/nBa8/Qt1L/Dk+GQ/r34P55q6mJeaSH3aYLHXMt/O/fwUVjx09t3wBFRESky2jL0Q8qgAygFMhO3E4K4zgUfe0itow9hY8e/ikZtZt4++BLGHHCORRn7eJKeuMzN7SA2VfP5bG31/DKKzM5rGYBq/x98A/6GpedNILBfXUVfjKN278Xf53zCe+u3U7x4F2MYNH3IBhxOrw1A4p/BDlf+O0jIiIiskdtmdQuAo4CngBGAfOTfYLeBQPpfcVTLTomEnL47vhBnF40heeXfpWJfbJ2nMpVkmbM/vk4Buat/HzXSS3ApGvg/afh9Zvhy9PbL0ARERHpMpIypJcxZrIx5pKdNt8PTDXG/Ak4GFiQjHMlS3rY5bTRA5TQtqHcjDCH9M9l/qrPd1+w1xA4/GxY9HfY9ml7hCYiIiJdzF4ltdbaSYnlq9baP++0bzVwPPAmcJy11tubc0nnVDw4n3fWbqcmtoen/0s/B8eF137XPoGJiIhIl9Kmky9Ya9dbax+z1pa25XkkdRUP7kU07rN4zbbdF+zRH8ZeAEv+AZv+1z7BiYiISJeRkjOKSddR1692/qqtey484TKIZMOr09o+MBEREelSlNRKm+qRHubQfZvRrxYgqxcceSksfw4+W9T2wYmIiEiX0amT2oLpBZiphoLpBR0diuxG8eBevLumGf1qAcb/CDJ7wSu/avvAREREpMvo1Elt3YQMdcuWUELcfooH5xP1fBav3kO/WoC0HDj6Clj1Gqz6b5vHJiIiIl1Dp05q98beJMTSMmMG1fWrbUYXBICi8yC7ABb8pW0DExERkS6j2ya10n5y0sOM2De3eReLAYTT4aCvwMrZEKtu2+BERESkS1BSK+2ieHAv3lm7jepoM4crHnoyxKvhk9fbNjARERHpEpTUSrsoHtyLmGf3PF5tnUFHQTgLVsxs28BERESkS1BSK+2iaFAermOa3682nA5DjoEPZ4G1bRuciIiIdHpKaqVd5CTGq523splJLcCwk6F8PWxY0naBiYiISJegpFbaTfHgfJas205VNN68Aw48ETDw4YttGpeIiIh0fkpqpd2Mr+tXu3p78w7I7gMDitSvVkRERPZISa20m6JB+biOYd6qLc0/aOhJsOFdKNvQdoGJiIhIp6ekVtpNdlqoZePVAgw7JViqC4KIiIjshpJaaVfjh/RiydoW9KvtexD0HKikVkRERHZLSa20q+LBvYj7loWfNnO8WmOCiRhWvQbRqjaNTURERDovJbXSrooKWzheLcCwkyBeA5/8t+0CExERkU5NSa20q6y0ECMH5LYsqS08CiI56oIgIiIiu6SkVtrd+MG9WLqulMraZvarDUXggMmaXUxERER2SUmttLv6frWrm9mvFoJ+teUbguG9RERERHaipFba3ejCPEIt7Vd74AlgHFj+QtsFJiIiIp2Wklppd1lpIUbt17NlSW1WLxh0FLz3pLogiIiIyBcoqZUOUTw4n6XrSqlobr9agENPh60r1QVBREREvkBJrXSI4sG98HzLwk9bMLvYwV8DJwzLnmi7wERERKRTUlIrHWJ0YR5h17RsytyMPDjw+KALgu+1XXAiIiLS6SiplQ6RGQkxakBP5rWkXy3AoacFoyCsnts2gYmIiEinpKRWOkzx4F6891kp5TWx5h807GQIZ8F76oIgIiIiDZTUSoep71fbkvFqI1kw/BT44FmIR9suOBEREelUlNRKh2noV9vSLginQ/U2WPlq2wQmIiIinY6SWukwGRGXw/bryfyVLUxqh0wOLhpTFwQRERFJUFIrHap4cC+WtbRfbSgCB38dlj8P0cq2C05EREQ6DSW10qHGD+6Fb2Hhpy3oVwtBF4RYFayY2TaBiYiISKfS6qTWGHOPMWaeMeb6XewPGWPWGGNeS/yNaH2Y0lUdPjCPiOu0fGivwiMhp38wZq2IiIh0e61Kao0xpwKutXY8MNgYc2ATxUYCj1prJyX+lu1NoNI1ZURcRu2Xy4JPWjAJA4DjwqGnwkcvQ1ULjxUREZEup7UttZOAxxLrLwFHNVGmGPiKMeatRKtuqJXnki5udGE+739WSnW0hbOEHXoa+DG11oqIiEirk9os4LPE+lagXxNl3gaOs9aOBcLAKTsXMMZMMcYsNMYs3Lx5cytDkc6uqDCPuG9Zum57yw7sfzjsWwRv3qYxa0VERLq51ia1FUBGYj17F/UstdZuSKwvBL7QRcFaO8NaW2StLerTp08rQ5HO7ojCPICWTcIAYAxMugZK18CSR9ogMhEREeksWpvULqKhy8Eo4NMmyjxojBlljHGBbwBLWnku6eLysyIM7pPF4pYmtQAHHBu01r5+i1prRUREurHWJrXPAGcbY24FvgW8b4yZtlOZXwEPAu8C86y1/2l9mNLVFRXmsWjNNnzftuzAxq217z7cNsGJiIhIymtVUmutLSO4WGw+cIy1dom19vqdyrxnrR1prR1hrb1u70OVrqyoMJ/tVTFWbalo+cF1rbVz1ForIiLSXbV6nFpr7TZr7WPW2o3JDEi6p7p+tYta0wWhvrV2rVprRUREuinNKCYpYUifLPIywy2fWayOWmtFRES6NSW1khKMMYwuzGtdS21QARyj1loREZHuSkmtpIwjCvNYtaWSrZWtbGkdciwMGKPWWhERkW5ISa2kjKLCfKCV/Woh0bf2arXWioiIdENKaiVljByQS9g1LFy9tfWVqLVWRESkW1JSKykjPexySP/c1k3CUGeH1tqHkheciIiIpDQltZJSigrzWLKulNq41/pK6lprNcuYiIhIt6GkVlJK0aA8onGf9z4ra30ler61DgAAEkpJREFUda21ZevUWisiItJNKKmVlFI3CcNedUGARGvtWLXWioiIdBNKaiWl9M1JZ2B+5t5dLAZqrRUREelmlNRKyilKTMJgrd27ioZMVmutiIhIN6GkVlLOEYV5bKmIsmZr1d5VpNZaERGRbkNJraScokFBv9qFn+5lv1pQa62IiEg3oaRWUs7QvjnkpIdYuLcXi8GOrbVL/7H39YmIiEhKUlIrKcdxDKML81j46V5eLFZnyGQoGAlzbwffT06dIiIiklKU1EpKGjMon482VbCtMgldBoyBCT+BLR/Chy/ufX0iIiKScpTUSkoaMygfgLeT1Vp78DcgdyDMvS059YmIiEhKUVIrKWnkgFwirpO8pNYNwfiLYc08WPtWcuoUERGRlKGkVlJSethl1H65vJ2MERDqHHE2ZOTBm39KXp0iIiKSEpTUSsoaMyif9z4rpSoaT06FkSwYcz4sfx62fJycOkVERCQlKKmVlDVmUD5x3/Lumu3Jq3TsheBGYN7tyatTREREOpySWklZRxTmYQy8lax+tQDZfeCw78C7j0LFpuTVKyIiIh1KSa2krNyMMMMLeiRnZrHGjrwUvCgsuDu59YqIiEiHUVIrKW3soDwWr9lG3EvipAm9hsBBX4G3/wa1FcmrV0RERDqMklpJaWP2z6cq6vH++rLkVjzhp1CzHRb9Pbn1ioiISIdQUispLemTMNQZUAT7Twymzo3XJrduERERaXdKaiWl9euRzsD8TN76JMlJLcDRV0DFRnj3keTXLSIiIu1KSa2kvDGD8lm4ehvW2uRWvP+XYN/R8OYfwUvSWLgiIiLSIZTUSsobu38eWyujrNxcmdyKjQlaa7d9Cu8/ndy6RUREpF0pqZWU12b9agGGngx9DoI3bgU/iSMsiIiISLsKdXQAInuyf+8semdHePuTrZw5dmByK3ccOPpyeOoC+PBFGH5KcusXEZFuz/ctpdUxtlZF2VoZZVt5FRXlpRgDkXCE9LBLOBIhLRwi5hmivqU2bqmN+0Q9n7SQQ1rIJT3skB52yQi75GVG6JkVJicthDGmo+9iSlBSKynPGENRYT5vr26DllqAQ06FV6fBnOkw7OSgW4KIiHQeBQVQUgL9+sHGjRTcXMDmygr6pg/hmW+9yueVUbZU1LKlIkpZdYy47+P5QbLpW4tnbWIdPGvBi+P6tTheNFi++Rohr4b0EORMGE22Gyfb9ch244T9atxYJU6sEved+YSoxUl3cPrm4carCNeWku5EyaSWXFNDf2rIMNE93iXfGjwcfBx86tZN/W0AD9hO8LXlAI5JrBswBDd8J4xvwvhOGM8JY50IuGFwI5hQ8OeE0nBCEdxwGm44jVA42G7dNKwTHGvdML6ThnXT8UIZ+KF0fDctqMcN47ghjBsB18V1wxg3jHFDOG4YJxTGCUUwoTRw0yCUBo6b9JeBklrpFMbsn8+L729kY2kNBbnpya3cDcFRP4XnLoNPXofBX0pu/SIi0iLWBq2UNTGPmlhiGW9Yr455bKuoobR0G1Wln1N91AnEsiN4mSHsr6/jRzXfINfUklNRxcp7zyfNxMgnSn+iZPq1ZIR9IsRIMzHSbZQIMSJESUssXXbqjlbYaH3t/buM2+trqLLp1PgRol4ZsVAm3tZKbNQSr4Xyo06mJiOHez54hHJqsRiumXAN8Xgc7957idfW4makETrrTELGx33wftyqSrzsTLxvfYunP3iKWDxKppvJUftNDh6juE9t3KM2VrfuUx0LllifMB4RYoRNnDBxIniEiROmhogp32lbnLCJJx6POOG67cZL+nMcsy4fnvAAh0z4StLqbHVSa4y5BzgYeN5aO621ZUSaY2yiX+1f/ruSYQU5WAt+YjQE1zG4jiFUv3QabrsG1wTbfWuJ+xbPC36Ve35w2/ctvv8lTk7rQ+Wz1/PhfqclfrH7WN/HWhssCZZYG2wj+OAN/sAS/Dp2sGAMhrpfy8EvZ4PBMRZjDI4T/Kp2HRPcTvyydg0Y4+AYi+/7iT8P3/OCpe/Xr9tG+63vY30Paz2snzi2vuXBx/dtfax+Ygm2/pd98BfEV79Ow7oxO5dtomUAcJ2GelxjwHEwTgjqfsU7db/cQw2/4N0QOCGscbH1SxdrQonbocRtFxs8mljjgDFYgr+gdd0E98gES2tMw3pdOUywPdHaUVcHJtjuGIdwyCXsuolliHDIJRRyCYcT2103+FdfIgaMA+zpNs0u3xBrYncX+M+Bn3ivxX0/WHqWuOfh+T7xuBesx+PB/riP58fxPG+Hdc/z8b04cS94zcfjHuAHr1NrcYyfeAUEbVhO3T7qtte9EhrauYyx9e/T4Fmy9e9XJ7G/riWPxPspeA/5+Jb6z4bg3Q+mboSWRk+ZSbze6j4T6l6r9dsM9esN+xr+YVRXZxCrAWsTnyd1o8HY+lOaxvehPoCG2IwBrAWC93TDdlN/HNYG4dCQWEbjHrFE4hTz/MRnZqKl03qJFk+/UWunxfPi2FgU34ti41GIR7F+FOPFMF6UyppthKxPxPhkuU59QhUiTsiP49ovJmHpxMkxcSIESVc21biJ+8GhjV5wHhAOVsusQ3pGPoTScVavw416mLiFo4+BUDrPffIKpV4tTiidMw8/F0LpcMdfoLQK0rPhV78JWhXPnQJxC3Fg5ktBufFHYT0gajFrSyAtGzeSSQ6l5NQ9lo2fTIC/fQTAjVNvrd90ywlXBitfvqah3GNTg+XX61KnrfDP6Ux575bgxWnBnvshAAXTCyipLKFfVj82/nxjULygAFtSQm3/AXirPgm+D3rm4RuHmBui6tO1VEU9jr3/ZLZXx8lL25c7TvkrVVGP6mtuoKo2hpeTg3Plz4LP9WuvIWKC5Db86xtI82uI/N8fCFWX4uRkwIVTwIvxwLv3EYtVkxNK54yDTwMvxvMrnsWP15DtRjhx0NE4fgxn7us4Xi2Fl/wM3ungpNYYcyrgWmvHG2PuNcYcaK39qKVlpJvZ6d9DsNOb8cqNuyx30JiD6HPa7/n73LYLb5l7Er+sfZDepUvb7iRJ4tmGr2abSPKsT+I2QeszBuLx+i8x0iLBsra2fpvNyAAL1bFafILEOxJKD77eamuwNkj2bCSSSLZIJPAN63HrJz67g8TMtw0f4AZLGA/XeITwcfEI4eHi1y/bogWgM2uckPjW1LcX1SW7dSmMrU9hdtxndrpt6zIUaHR04/PZHZY7799hID3bEEvDJrNDucb7GpLIIKEM4ROpSzDNDjVLNxIzYWociOIQxZAR6Ylnwnjby/E8g4+L7T8A62Tzv20fE8UStTCu8ChMKII3cxa1cYNfFSLjqutJy87DfPd8qLHB3wcryfvT/pQBvgP26m3BiRsnl/c8B8BXpybeH141Z375lmDfSb9JFNoKsy4MVped23DskGOC5Qa/4dWe3Sf5D1QzlVSW7LAMbpRggPT16yAtkerVNhpBqHcWABujc8GFDXH4f4cPCPbNfrCh3IszguWCJxu2HfvvYHlCo/9q/uslAE565zv1meU933wZgBOn/rh+22+//2qwcl7b/FhvbUvtJOCxxPpLwFHAzglrc8pIV9VEYkpJyY5Ldv1m3LlcaOMGXpsxhbL0LMzadRgD+97aP7HX4dOfrMHzLcV/PZLPq7fTK6MPL333laDf1JET8IyDa33cuW/ijhuL63uEfB/3/WW4jsPQ24fwazzuw2XxBW/hOA7uiBGErIexFmflJ7iuQ/9b+ycSBdj8s80A9L65T/0X+uc/3wJA/h961ce+9aqtWAv5f+hN3df8Z5dtIO5bimaMZUv1Vnqn92P2Of/FsxA/ogjfcXF8j7Ql7xIKhQgXFhKJxwjH44SjtUFL9NRGicUv7Y4f2E21EOxmW27jum7YdbmmfoSYneKw1rLP9AFsqtxK38z+LLnofaJxn9EzxvN5dSm90vflue/MDFqAvvVtYmVl0LMn5t57cGyc7zzxTcL4hIAHv34fzk9/jCnfjpObA3/4AxiL+eFFQQuWAeeOPwMWc8nFwavBWPjTH4P1G66H8nJMj2y48UYMPr96bSqV0TJ6RLL5xcQbAMtNr/+aymgFuZEcrij+GTHP44637qQ2WkNWOIczD/kOnu/jPf008WgMm5GOPeEEsB6vrnqFmBcl3U1j4sCjghfH3DewsRhOOIQzfhwGy/x1c/G8KBE3zFH7FcPcuTjRGkwkjHPkeBws89a+SdyvJeKEOXK/8WAt89fNJ+bHSHMijN23CKxl0fqFxPwYESfCEQWHAfDuxncS28KM6jcyeM6WLcV4cWwoDIcETVn2/fex8TiEQvXblm1+n7gXw3XDjOw7AoClm5YR8+KE3RAj+40MXvVLl2JiMQiHYcRIDJalm5bieTFCbpiRfQ+FZcsgFseEQzDqMBzHgbnzML4NWgWPPQ5jHMzMmTiJbc7pp2OMw8PvPYyPxcdyQdEUHMfFue12HN/D8S3OddfhOA43vPYLfHw8YPoJtwQ/6n5xI355OTa7B3baNCwO1756A6XRcrIiuUw79reAg3/JpVgSPwD/fEfw3r32OvzyCvycHthpN2GBy168LPHDwOe2k2/DueQSjPVxrMX87W84xsE552yMBcda7KOPAnDhcz9kW20pPdNyuevLdwWP248uhrIyyO2Bve32YNtPfoItL4MePeDWW7C+hYsuBJP4YXDnXVgDV718FWW15eSk9eD3x/8h+FF59dVQVobN6QG//z3WGq7+z1WURsvpEenBb4/7ffBcX3M1lJVjc3pgf/e7xLZrsOUVkJOD/e1v4ZprG93+DVjwL/1x8N62kH73naSFQ6R/63TSY7VEvCihOW8En0FFRbh+HNf3cZYvBwxD/zws8fhaVl62FtwI9O4btJ56gOcTNoZI48+Na0ua+MxZCcDAxuXO+zRY+X6jci/8NFgu/37DtrxBbO/8/+CQVjCtGdA+0a3gNmvtEmPMCcAR1trftaLMFGBK4uYwYEVr7kQ30xvY0tFBdGF6fDsXPV+pQ89F56Lna8/0GKWGQmtts5rCW9tSWwFkJNazaXq82z2WsdbOAGa0MoZuyRiz0Fpb1NFxdFV6fDsXPV+pQ89F56Lna8/0GHU+rZ18YRFBdwKAUcCnrSwjIiIiIrLXWttS+wwwxxjTHzgZ+LYxZpq19vrdlCneu1BFRERERJrWqpZaa20ZwYVg84FjrLVLdkpomypTunehSoK6a7QtPb6di56v1KHnonPR87Vneow6mVZdKCYiIiIikkpa26dWREREpEsyxuQbY443xvTu6Fik+ZTUSrdnjOlnjJnT6PZBxphnOzIm2bXGz5cxZqAx5jVjzKvGmBmmK0y/lYJ2esyPMMb8xxjzpjHmij0cp/dSCjHG5BpjZhpjXjLGPG2MiXR0TKnIGJMHPAeMBWYbYzpuZgVpESW1ncBOXyhhY8y/E18oP+jo2Dq7xIfX/UBW4vYQ4GYgtyPjkqbt/HwBFwI/tNZOBvYDRnRUbF1VE4/57cC5BKPbnGaM2X8Xx+m9lHrOAm611p4AbARO6uB4UtVI4HJr7U3ALOCIDo5HmklJbYpr4gvlUmCRtXYCcLoxJqfDgusaPOAMoCxxuxw4rePCkT3Y4fmy1l5nrf1fYl8vNFB6W9j5PZJvrV1rgwsyPgd67OI4vZdSjLX2Tmvty4mbfYBNHRlPqrLW/tdaO98YM5GgtXZeR8ckzdPaIb2k/dR9odT9C28ScHVi/XWgCJjd/mF1DYlROqj7r7W1dlPj25Jadn6+6hhjzgDet9au74i4urImHvM3jTGXAFuBQcDSRBeDxi2yjyQm19F7KQUZY8YDedba+R0dS6pKdGU6A9gGxDo4HGkmJbUprokvlCzgs8T6VqBfB4QlkjKMMYOBK4HjOjqWbuJC4BjgV8DvEy22X+/YkKS5jDH5BF1I1Iq+G4nX9cXGmF8DXwP+2cEhSTOo+0Hn05wpikW6hUT3nEeBH2gs7PZhrfWAFYmbD3dkLNIyiQvDHgeusdau7uh4UpUx5ipjzPcSN3sC2zsyHmk+JUSdj6YfFmlwNTAQuD0xCsKXOjqgbmIacJXVQOedzXkEFz1dl3i/nNHRAaWoGcDZxpjXARd4qYPjkWbS5AudhDHmNWvtJGNMIfAC8B/gSKA40XIiIiIi0m0pqe2EjDH9CVprZ+lfriIiIiJKakVERESkC1CfWhERERHp9JTUioiIiEinp6RWRERERDo9JbUiIiIi0ukpqRURERGRTu//Ax2Ugi7efuVsAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 720x576 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAArUAAAIzCAYAAAAeSeGEAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAAIABJREFUeJzs3XlclNX+wPHPUXHDBc2FNJVKTc0VrfSWgli4pBVopYVLV5PS1FJv3dyXSi2ra+bWjxLXwrIssyALES0MV2xz19xxAVRwAeH8/jgzw+IMjOzY9/16zYuZM89zFh6W75znLEprjRBCCCGEECVZqaKugBBCCCGEEHklQa0QQgghhCjxJKgVQgghhBAlngS1QgghhBCixJOgVgghhBBClHgS1AohhBBCiBJPglohhMgHSqkHlVIP53DMFKVUlZvIs4lS6lcnj71TKdVbKdVJKbVaKdVUKdVPKdVMKbXa2TKdLOtRpZTKw/nllFJDlVJlLK+rK6UmKKVclFKlsxyrlFKP5rXOQohbnwS1QogCp5Qao5Q6qpQ6pJTqaUmbopSameGYCKVUN8vzF5RSp5VS25RSd2Y4ZppS6oxS6ielVHVLWmml1P8ppc4qpT5XSpWzpLsqpdZYjp+fIY/aSqmNlvzHZ6lnLaXU8Vw2sxPQLYdjKgArLGXtV0r9ZmnjX5avMUqp9RmOvwqkWI5/RCkVkqHNPkqpzhmOjQMmANWA60AAoIE2QFIu23QDpdQEoBcZ/n8ope5RSqUopfbYeZxTSs3Jks3TwCNAquV1KjAGqAxsV0rVzHBsKeCxrNdKCCGykqBWCFGglFKeQH/gHsAf+Fgp5ZLN8S2AiYAnMAL40JL+KOAHNASCgDcsp7wAeAB1gR3AKEv6FCAecAdKKaWesqR/CERYjv+XUuoBS/61gDWW9NxIwQST2RkPrALQWjfSWrfQWrcDbtdat9Nat9JaP5JN/u2UUp8AHwH3ZSnvbkzA3BCoDbhZ3u8M/AK2Xs+yuWqdOd8XaKy1fkFrnZrhrevACa11k6wPzPc7NUMeLsCLwDDgWaWUGybovqq1jgPGAu2VUlUt36dUrXUg0MRSvhBC2CVBrRCioN0LnNVaX9Fa78IErOWzOf4JYKnW+qTWOgqooZRyxQTEH2qtLwKfAR0tx/sDs7XWycB84PEM6TO11mmW9CcsAVV34G1LULYow/GDgWn502RbAJmpnVrr61rrZU6e/wHwLdBaKfUXUBaI0lr/W2s9WGs9CzillAqwnHIP0AiYCdQC0jAfDHoBgUqpXcBF4JU8NGsc5oNGVjkF8xnfnw0sBuoDk4B/YQLc6kqpcExQ2xMTlGf0kqV8IYSwS4JaIURBi8T0vC1QStXRWn+ktb6UzfF3ALszvD4JNMiYrs3+3imWYDdj+gXAeuu6BrDP8vxvTA9mDUyPYlKWdDABcGjumwnAy0qpBKVUAnABOA+2YQ2RSqlwpdRIS1oDpVQzRxlprUdigrtdWuumlvw6KKVeVkq9pJQaAczFBK4AMZge63eAA0Az4BRmOEI7oC8QaQmGb5pSqjZwzvI9vqG6OZyuLXmUAR4Dngc2WL7eixlmcQF4RGvdDdOjXTtTBqbc85YedSGEuIEEtUKIAqW1/hvTG3c3sE8pNTDD2y9ZxraethwDUBrTo2iVhOm1y5p+GahqJ72M9X1L8JtdHtZ0MhybF//TWrtZHlW01q6WvM9orTsBS4HbLcc+ghmWAVDJMqb2N6XUxCx5VlFKvQZsBf4LJGKCwCvAckxvJ0B7TJB4GfgS+DfQB/gDaIHpGT2Yh7bVwgTJ9migjlJqV9YHZniIBtNTjfk5eAH4Qmu90VLXM5ZjVimlfgG+ALzslHPKUg8hhLhBmZwPEUKIvNFa/wb4KqUeAz5TSm2xvPWh1vq/YCaKWdLiyXzruQLmVnpO6dbeV+st/zSllLIEqznlUZis40uvZ3ieaBlbC4BSqhTQG3gWM8Y3AXgYWAgczpBXS8DV8vxBzFjVezG9tsMwwy6uYIYgaExgnFtnML3i9mjgpNa6ddY3lFJTyDzcpD6wAPi3pae6q+X9HcDnwEbMUIMP7ZRT11IPIYS4gfTUCiEKlFLqDWvvrNb6G8xt5xbZnLIN6GA5V2Fur5/Ikl4RuBNzez9j+p2YnkowQxLaWp63A45bhh1cs9xKt6XnvZU3J0P5dlnGAdfBBLF/aa0XAcnAb5gJctbHRa11iuWcwZig8FWtdQdMsP4TsBZ4CjP8YD25pLWOBWopparZeTun/yUZl/8aA5QD3gT6a63f11rPAEIAH8w44jSyjNO1lFtTay1BrRDCLglqhRAF7SjwnFKqgmU8ZAtMT6Ij3wN+Sil/zKSy81rrY5hb0qMsM+DfBcItAd2nwHSllBfwHmYFA4CVwP+UUg9hAihregiwQCnVCXg9Q3pheRp4K6eDtNZzgD1Zkq9jhh9YH1mHTCQBXS094WWBZK31Zcz3O0FrfTqPdX8fM443q5zWrLW9r7UeobVuBbwM7FJK3Wt5az9m+MRqrfVEbpx89qGlfCGEsEuGHwghCtonmB7Rg8A1YKrWer9ysHa/1vqiUqoPZsLTNcwteLTWB5VSwzAB4Qkg0JIeqZSaDczB9M5OtaQvU0rdgbnVHY7p9QSYBczA3JpfqrX+NjeNUmY93BRLr6qjYxRQVmt9zZLkhpms9h5wf3bHK6UaY3ouUzIc0gazuoFV1SxZhGBu79+N6fHsr5SqB7gA55RSi4AxWutE51uaTmv9hVKqg1JqIfBihnHIpbGMqbVzmjvmA4a1jWsxve9bgChgq1LqFcz1nI0ZpvIJ8J1Sqj2m/QuBU1rrfN1EQghxa1H5MzdCCCH+WZRSWzFjPLMbk1sKiNVat7GcEwbMA57DrOiQ9VyFuTX/EGapsbeBCVrr/7P0UA/QWgfYDjYbRdyptU6xDPF4DjNZbY1lPdoNmB7u/1nyXQBs1FoH57HtXbTWP2V43Rj4QWvtYefYKUB1y2oOKKXqAGe01teV2T3sF0yP9Git9Xml1DjM0mofaa2H2StPCCHskaBWCCEKiVKqomU4gLBQSpW1rDGcMe124HQ+rUghhPiHkKBWCCGEEEKUeDJRTAghhBBClHgS1AohhBBCiBKv2Kx+UKNGDe3h4VHU1RBCCCGEEMXE9u3bz2mta+Z8ZDEKaj08PNi2bVtRV0MIIYQQQhQTSqm/nT1Whh8IIYQQQogST4JaIYQQQghR4klQK4QQQgghSrxiM6bWntTUVOLi4khJScn5YHFLcHFxoXr16pQuXbqoqyKEEEKIEqRYB7VxcXGUL1+eGjVq4GifeHHr0FqTmJhIXFwcNWs6NdFRCCGEEAIo5sMPUlJSqFSpkgS0/xBKKSpVqiQ980IIIYS4acU6qAUkoP2HkesthBBCiNwo9kHtreLIkSN5Ov/QoUP5UxEhhCgM165BWtqN6Wlp5r1bxYkTRV2D/KU1hITcmH79euHXpaBduVLUNcgfWpuvaWnpz3MjJSVv5xcDxXpM7a1i1qxZNGrUiLzsmLZ27Vpq1qzJM888k+OxcXFxbN++nTZt2lCjRo1cl1nUZQgh8sGpU/DHH/DAA1C5cuGV+8wzcOYM/PUXNGwI5cvDtm3Qpg00aADLlxe/Ojtj3z6Ii0t//fTTMHcu1KplXqemQocOUMpBn9GhQ/D33/Cvf0G5cgVf35u1axeEhZn27NwJp0/D4cNw7Bh88AHcf39R1zBvZsyAtm3B1xeeeAKmToX27XM+rzhft61bYc4ceOgh+OILU79HHoFWrczPqtbw5JPm2M8+g0uX4PnnISAAzp1Lz+f6dQgKgsLe3fXYMahXL1+ykp7abCQlJeHn54eXlxf9+/dHa82gQYN46qmnAOjbty+DBg0CTJBXuXJlrl69mimPI0eOcOzYMfz9/Z0ud8GCBXh7e+Pt7U3r1q0JDAxk1KhRrFu3jkuXLmV7bnx8PD179iQ6OprOnTtz9uxZAAYPHkyHDh144403Mh0/bNgw1q5dmyktNjaWNm3a5FsZQgg7LlyA7t3NP1c/P0hONumDB5ugKOPvUWwsdOyY/nrHDnj4YXjwQXj3XZOWkgK9epm0Tz4xafv2maDr55/By8uUcfQoeHuDjw8MHWr+4U2ebNK8vaFJE/OP3x57ZTiyejVs2mT+0X72GUREmOB206bsA1p7dXZU7l9/weOPp7/eudMc06mTCVYccXRcSoqp78mTjs89csScv2uXebz+ujne+nrHDhPY2rNxI7z4IvzwA/ToYdISEkw9HnwQvv/ecf2cbVtgYPq19PCATz91vm0Ay5aBv7/prW3a1NSzXj3YsiX7gNZe/davN/Xo0CG9Hlu3mmNatoSPP86+zs60zdlzo6PNz76LC5QtC2fPmg9P1oA2JaX4XTdnz73/fvN34MUX4aefoEIF05ZSpWDlSnM+wLffwtdfQ2goBAeb38PQ0PTHjz86Dmjttdcee9d382bzu+/tDV26mLTXX4euXc3fnw0bHOd3s7TWxeLRtm1bndWJEyduSCtMCxYs0LNmzdJaaz148GAdHR2tBw4cqBs3bqy11rpJkyZ64MCBWmutP/vsM12mTBkdFhaWKY9p06bpP//802EZQ4cO1V5eXrbH1KlTM73/0ksv6a1bt2qttf7uu+/00qVLs61zRESEjoqK0lprPWbMGB0aGqpXr15tq+dzzz2n9+3bp7XWOjIyUvv5+d2QR0BAgL7nnnvypYzcKOrrLkShmDdP6x9+MM9feEHrr7/WevVqrS2/R/q557Tet0/ruDitu3bVuk2b9HP/9S+tjx7VOi1N6w4dtD50SOt339V68mTzfvfuWl+8qPXnn2t94IBJ691b6z17tB43Tmvr36Ru3bSOiclcr969tT5+3H6d7ZWRk8cf1/rwYfO8Vaucj7dXZ3vlHjig9aOPau3llX7u0KFax8aa582aaZ2QYL8MR8e98YbW77+fcx3PntX6tttM2dZHs2ZaBwVlf96CBelltW2r9dWrWo8YofXixVpfv661t7e5pvbq52zbrFJTtX7kEa0TE51vW3y81lWrar1hg9bDh5vrdvSo+fnMib36tWhhrtWVK1o3bmy++vmZn6/r17Vu0iT7OjvbNmfOnThR659+0vqdd0z7Zs7U2tPT/G7VqmWuofX3Mauium7Onjtxota7dmkdFqZ1ly7md+Sdd7ReuDD974nWWgcGav3001oHBJjr8MsvWjdsaNru6Zn9z4e99tpj7/q++67W332X+bjBg7X+73+13r7dXI9sANu0k7FkiRl+MHXtH/x58mK+5tmsThUm97rX4ft169ZlyZIl+Pn5ERQUZEsvW7Ys58+fx8XFxZYWGhrK8OHDCQ0NxdfX15Z+8OBBmjZtCsCUKVNISUlh06ZNXLx4kdDQUBYtWuSw/BMnThAbG0u7du0AaN++PdOnT6d///4Oz/Hy8gIgMjKS6OhoJk2axIQJE2y9y76+vmzevBkPDw+ef/55evTowddff83jlt6O8PBwXF1dcXd3z3MZjRo1cpiHEP94w4alPz971tzuXbkSLL9H+PqaHo7evU2vWcYeybi49Nt1t90GFy+antCZM01ap07mVn+fPuaW4rp1EB9vekvefDM9n/PnIePwoa1b4Y47oG5d+3W2V0bnzjceZ13BJMPfyBveL1UKSpc2t7Y//DC9x9lene2Ve++9pje4a9f0fK1/T1NSTB4VK9ov395x+/fD++/Dq6+a/C1/d+1ycTG9ThmPOX0aatfOfFxUlLmG//mPef3CC2Yc58qVcOed5jZxZCS89Zb5Xtxzj+kJtlc/Z9tmtXq16VV0dXW+bVOmgKdn+uuBA6FMGdizx9x+r1gRvvrKftuy1i85GSpVSh8+Uq6cafttt0FMjHmedehaxjo72zZnzy1VKn1IyOXLphdxzBjTQ/rII6YX1jpRubCuW3AwWO722m2Hs9e8UycYNcrk9e9/m6EGs2ZB/frw2muQmGiuRenS5ue2fHnzO1WunDm3RQvzN6hKlfQ8s34P7LX3zjtvrIu967tlixkWMW6cuRP10kumh/b6dZPvqFH225ULMvwgG7169eKVV17B39+fkSNHkmq5NdGqVStCQkJo1aqV7dioqCgmTJjATz/9lG2eBw4cIDIyEn9/f8LDw7M9dt68ebz44ou21xUqVOCKEwPbtdaEhIRQrVo1XFxcSEpKoq7ln1T16tWJjY1l6dKlNGvWjFdffZXo6Gjmzp1LcnIy06dPZ6b1n0ceyxBCOCEqygRv7dtDUlJ6QFm9uhl2UKUKVK2a+ZwHHzSB4MqV5p9Ly5b2zwXzD23VKjOONePqIiEhJjCsUyc9bc4cGDHCcV0dlZHVrFmmPV5e5p/nM8+Yf6YHDpiv//qXGV4A5h+jNaC1ylpne+XWquV4bON775kyHQXV9o6bNs38A3/2WTMcY+dO++ds3Gg+YJw7l/nW7a5dMHs2DBiQfmyHDulBgVVsrPkH36SJeV2mjAk4MrYtu3Y427agIBPggPNt69fPDEuxWrLE3M5u1cqMs7UGtI7alrF+NWuan9vPPjM/q7VqQbVq5nu3bp1JyzosL2OdnW3bzZ4L5udwxgxYujR9YlTG343Cum72JpDba0dO1/zhh81Qj6tXTeC7a5fJZ8IEcz27dDEfMrKuLrR8ORw8CGvWmN/HpUvTh0Fl/R5k196M7F3f554zwWtUFCxYYD5MN29uxiiXKmUC67/+sp/fTSoxPbXZ9agWlP3799OtWzd69+5NQEAAyy3jwDw9PQkODqZfv37ExMSwe/duzp07R58+fWxjaOtZelEqVKhAYmIilSw/DAMsf/Dq169PcnIygYGB7N2711amj48PkyZNIi0tjQ0bNvBmhl6Vw4cP2/LNjlKKefPmMXHiRL755hsqVapkC4YTExNJS0tj586dDB06FHd3dwICAhg/fjzx8fEMGzYMNze3fClDCJGDuDgTRK5ebV5XqpQ+Izsx0f7qAWB6cDZsgEmTTE+MUunnVq2a3jMD4OZmgpP+/U1P7AMPmF632bPNGDqrhAQzsevuux3X11EZWU2YYB5g/nlt3mz+ebVubYLcnGSts7PlAvz6K3z3Xea2OXPczp3w0UdmPGLPnmbsr725BXFxZoLRwIEmwLWqWdN82LCOGXTEwwO+/NKMkT592vR8WWW85vba4Wzb9uwBd/f0njdn2/bAAyY4ykhr8/OVmpq5rvZkrd+aNSYonjABFi82acHBJjgEeOwxePRRaNz4xjo72zZHaVlduWKCve3b08evRkaaOwD33Zd9mVA01+1mzo2ONsHm7NnQrJnpDW3RwgSRa9aYY7KubLB3r/l97NnTjLd9+OEbA18rR+3N2tts7/r6+JiguEyZ9F7eV14xd2FiY03wu26dGcOdR9JTm42goCC++uorSpcuTfPmzW2TwDw9Pdm6dSuelts0YWFhjBs3joiICEaOHElYWJgtjx49erDa+g8LcM1ya2TRokVERETYHpMmTQJg06ZNPPDAA5nWbV21ahU9e/bMts6zZs1i6dKlACQkJODm5kbbtm3ZvHkzADExMXh4eNCwYUPbMmHbtm2jQYMG/Pjjj8ybNw9vb2927drFkCFD8lSGECIbycnmNuGMGaZHEsysbMvvETExjidtWG8Bgul9c3Tuiy+af9xgglY3N9Mr3K+fmXCVsQf466/TJ8E44mz9rD77zNzqdrQSgD326uxsuUeOmGEdK1dm35Np77iGDc1QCDC36K3XJCvr3+Rjx0yw4eZmHtaJfdmttf3446aXMC3N9Kq5upre8m3b0tvWoIH9+jnbNjC98H5+6a+dbVtWP/1kgqS2bU2we+6c4yWf7NWvXDlzC7ply/SJjrt3m+uakGBWuLB+v7LW2dm2OXtutWrm9ybjbpUDBpiA28H/Opuium43c+748Wbo0vLlZiIcmO9/crIZngTpy7L9+GP68l1DhphrMmSI6S119PNrr73WOmZk7/o+9JAJhGNjzQeshg3NsQkJZnhKuXKOP8DfLGcH3xb0ozhOFDtx4oT29vbWXl5e+rHHHtNJSUl64MCB+vDhw7px48b68OHDeuDAgbpLly56586dWmutw8PDde/evW15pKWl6SeffFLHxsbqyZMn6w2WAdGLFy/Wixcvdlj266+/rlevXm17vXfvXv3888/nWOe4uDj98MMP644dO+oXX3xRp6Wl6QsXLuiWLVvqV155RTdp0kQnJCToixcv6j59+uiOHTvq9u3b6+NZJoZ4WSZf/PHHH3r8+PG5KiO3ivq6C1Eo5s/X2s0tfaLRZ59pfeGC1i1bav3KK2aSRcbfo4wTorTWesAArSMj018fOWImk4wcqXW7dmaixqFDWj/4oNYPPaT1tGnmuFdf1drdPb3ciAiT3q+fmbRh9dNPWs+dm7lMe2U4smWL1nfemT7pS+sbJwZpbeo4enTm11nrnF25Gb8vTz2ltYdHetv27NF6xQoz+Swje8f98YfWnTtrff/9ZjJNSor9dn35pZlQ88cfZsKeNY9hw8z7Pj7px/7yi9Zvv53+Ojpa6/vuM+dZJ5VFR5tr/vzzZuKbo/o52zatzffv3Ln01862TWutp07VOjzclNe9u9Zz5mj9999ad+pk2rhpk/222auf1mbSU8afgaAgrevU0bpKFa1fftlxnZ1tm6M0R6wTxU6cMD9jgwdr7e+fPiHLXtsK6rpZJz86aoej72lWv/xiJl1pbSb3DR9u2jlihJnkN326ee/gQa1XrtT6ww+1Tk42k+S8vLSuXt18dXNL/9mw9z3I2t4VK7R+8snMdbF3fT/91ExIa906/Zru3WsmqR46ZP4ubNliv2365iaKFXkwa30Ux6A2vxw7dkyvWLEiT3ksWLBAX7hwIdfnx8XF6ZCQEH3q1Kk81aMwyrhVrrsQuRIXp3VIiNa5+T06ccKcm4cPlflSxvnzJgDYvDlzer16BVtuYfj8c8ezxEePNqtW3Kz9+02+V6/mrW75Ydw4rb//XuuNG03gM2KE+VCxbp3Wzz5rZueXZG+9pfWECWY1kV9+MWmhoVo/8IBZbeRm5PW6ZQ1qc+vf/zZB57lz5sPLG29oPWqU+aCalKR1jx7pf09WrjSrOWitta9v5ny6dDErVDhir7351YZs3ExQq7SjWwmFrF27dnqbtWvb4uTJk9TJOIlB/CPIdRdClEjOjDsVxcP162aMZ1GaMsU88iohwQwlUsqsdNGokRkqctttJi0tzf4QoIsXcx7DnJP8akM2lFLbtdbZLEeSTsbUCiGEEPlBAtqSo6gD2vzk5pY+Fta6lGaNGulpjsa0ZxPQBu8Kzr/6FSKnglqlVHWl1CNKKdkPVQghhBDiFnYk4UhRVyFXcgxqlVLVgG+B+4ENSqmaSqnaSqlNGY5xUUqtVUr9rJT6t6M0IYQQQoh/NA8P04s6dWrOK4iURMHBRVa0Mz21LYHRWus3gTDAB1gCZFybagSwXWv9INBHKVXZQdo/1hF7iyznkXVJLiGEEEIUY0UY6BUqDw+z2YJSRRKw5xjUaq03aq23KKU6YXprvweeBjLuWesNrLI8jwTaOUj7R5o1axY7duzI93zXrl3LypUrnTo2Li6O9evXc+7cuZsuJy/nCiGEEP9Y1l7Z555LD/KOHDFrxE6ebH9XseIqa2Du4WF6mzMGsH//bdqmtXleyJwdU6swgWw8kKK1vpDlEFfghOV5HFDbQVrWfIcqpbYppbadPXs2F9UvWElJSfj5+eHl5UX//v3RWjNo0CCesuzN3rdvXwZZdtKIi4ujcuXKtg0arKw7jPln3Q4wGxcuXKB79+74+vri5+dHsmXbusGDB9OhQwfesCzyPWrUKNatW8elS5eyzS8+Pp6ePXsSHR1N586dsX6vs+ZnFRsbSxvLbjOOznUk47mO2iGEEEL8IxRxkJcb7rPdmbpxKmqqwn22e/obWQNwe22zbm2tlPObfOQjp4Jay1Jhw4HdwGN2DkkEKlieV7Lkay8ta74faa3baa3b1cy4y0cxsWzZMjp06MDGjRspV64c1iXHYmJiMn0FWL9+PVevXiXSuhNOhjyGDx/usIzAwEC8vb1tj2nTprFixQpGjx7NDz/8gLu7O6GhoXz55ZekpqYSFRXFoUOH2L9/PwABAQGssW6B58Du3bt57733GD9+PF27dmXHjh0O8wMYO3asbctbe+dmJ+O59tohhBBCiGLC2pOcobc1NinW9nbG5045csT0QGtdJL3QOa5poZR6DTiltV4KuAEJdg7bDjwEfAG0ArY4SMu97/8Lp3/LUxY3cG8B3Wc6fLtu3bosWbIEPz8/goKCbOlly5bl/PnzuGTYti40NJThw4cTGhqKr6+vLf3gwYM0texnPGXKFFJSUti0aRMXL14kNDSURYsWZVvFs2fPUqtWLVauXGnrIfb19WXz5s00atSI9u3bM336dPr37+8wDy8vLwAiIyOJjo5m0qRJTJgwwW5+4eHhuLq64u7u7vBcR7KeO2zYsBvaIYQQQog8Cg4Gy53iPLH2tkL2WzzbY+2VtT4vBpzpqf0I6K+UigRKAz/YOWYJMFUpNQdoBvzqIK1E6dWrF6+88gr+/v6MHDmS1NRUAFq1akVISAitWrWyHRsVFcWECRP46aefss3zwIEDREZG4u/vT3h4eLbHRkVFER8fT/v27UlKSqJu3boAVK9endhY8+mpQoUKtp7R7GitCQkJoVq1ari4uNjNLzk5menTpzNz5sxsz7XH0blZ2yGEEELcMopqAlgB9oLWdq1943N742eLuFfWnhx7arXW8cAjdtK9Mzz/Wyn1CKZndpLWOhWwl5Z72fSoFpT9+/fTrVs3evfuTUBAAMuXLwfA09OT4OBg+vXrR0xMDLt37+bcuXP06dPHNoa2Xr16gAk6ExMTqVSpEgADBgwAoH79+iQnJxMYGMjevXttZfr4+DBp0iTi4uIYMWIEq1evBqBSpUq24DUxMZG0tDQADh8+bCsrO0op5s2bx8SJE/nmm2/s5jdz5kyGDRuGm5tbtuc+/fTTN+Tv6Nys7RBCCCFuGcUkmMtPp8eeZkrEFKZ4T0lPzEuPbiHKtx3FtNYntdbn1rFjAAAgAElEQVSrMk4is5dWkgQFBfHVV19RunRpmjdvbpsE5unpydatW/H09AQgLCyMcePGERERwciRIwkLC7Pl0aNHj0wBnaura6YyFi1aREREhO0xadIkkpOTefLJJ5kxYwYNLF36bdu2ZfPmzYAZy+th+aS0atUqevbsmW07Zs2axdKlSwFISEjAzc3Nbn4//vgj8+bNw9vbm127djFkyBC759pj71x77RBCCCHELcLJZbsKa4cy2SY3G6NGjSI4OBhvb2+io6Nt41Y9PDxo3LixLVALCwvDx8cHMD2tGSdE9ezZk3Xr1nHmzBmny/3444/ZsWMHb775Jt7e3oSEhPDEE0+wbNkyRo8ezapVq3j00UfZt28fJ06coGXLltnmN3ToUJYtW0anTp1ITU3F19fXbn6RkZG24Lp169YEBQXZPffPP/9kwoQJmcqwd669dgghhBCihHG0qoGT43oLbYcyrXWxeLRt21ZndeLEiRvSSqJjx47pFStW5DmfuLg4HRISok+dOqW11nrBggX6woUL+ZZfcXGrXHchhBC3uMmTs3/ftoBUlufOnJuXcp3loH6TN9jJ39kysxy3ce8Z7fvhJzok+qg+EX85F1Vkm3YylsxxTK3IuzvuuINnnnkmz/lUq1bNtmIBwAsvvJCv+QkhhBBC5IcDZxJ567u/CN9zhlKqBq8e2w3AXTVdeahhDXya1MKrcU1UPo7RleEHQgghhBCFzc541MIae5oTDzePXJ+boEszde0fdPtfJFsPxzG+R1OefWQHoS93ZMKjTalfvSKfbzvOoMVb+e/q37h2PW/rCGQkPbVCCCGEEIXNznjUQht7moNBrQfl6rwf/jjNq9dacvGXI/S7vz6vPNKYGpXKMSVC08S9Ck3cqzCk411cu57K3J8O8OGGA+yNvcTCgLa4Vy2f53pLT60QQgghhMg1rTULNx4kcPl26qtrrBvZkTf9WlCjUjm7x5crU5qxXe9hYYAn+2Iv0evDzWw7EpfnekhQW0iOFMBadocOHcr3PIUQQgghnJV8PY3/fLGbmd/v4dEWt7Oq7F80vb2KU+d2a347a4Y/iGvZ0vT7vy2s/PVonuoiQW0hmDVrFjt27Lipc+Li4li/fj3nzp1zeMzatWtZuXJlXqsnhBBCiBKsqMbixiUlExD0K19sP86oLo2Y268N5e+8uXXpG9euzNfDH+LBhjWYsOY3Dpy5lOv6SFCbjaSkJPz8/PDy8qJ///5orRk0aJBtxYC+ffsyyDImJi4ujsqVK9s2aLCy7jDm7+/vdLnx8fH07NmT6OhoOnfuzNmzZwEYPHgwHTp04I033gDMOrrr1q3j0qXsfwAuXLhA9+7d8fX1xc/Pj+TkZA4fPsyjjz5Kx44dGTNmTKbjhw0bxtq1awG4fv069evXx9vbG29vb3777TeH5Vy+fJnWrVvfkB4bG0ubNm2cbr8QQgghnOM+253nvn4ONVXhPtu9UMpMS9OE74nliXk/s+t4Ah/0a8MrjzQ2Kxk4uXZtxkC8akUXPh54H58N7UDDWpVzXS8JarOxbNkyOnTowMaNGylXrhzbtm0DzA5cGb8CrF+/nqtXrxIZGXlDHsOHD3dYRmBgoC1g9Pb2Ztq0aezevZv33nuP8ePH07VrV3bs2MGXX35JamoqUVFRHDp0iP379wMQEBDAmjVrsm3HihUrGD16ND/88APu7u6Ehoby2muvMXHiRDZt2sTx48eJiIgAYNOmTZw+fZpevXoBsHv3bvr162fbWKFFixZ2y0hNTeWpp54iISHhhvfGjh1r25JXCCGE+MdwtGlBbnl4mLymTrWtnhCbFGt7O+PzgnA1JZWVvx7lkfc38u/gbaSmaUKGtuexVnVuOq+sk+JKl1Lcf2f1PNWvxKx+MCt6Fnvi9uRrnk2qN+G1+19z+H7dunVZsmQJfn5+BAUF2dLLli3L+fPncXFxsaWFhoYyfPhwQkND8fX1taUfPHiQpk2bAjBlyhRSUlLYtGkTFy9eJDQ0lEWLFjksPzIykujoaCZNmsSECRNsPcS+vr5s3ryZRo0a0b59e6ZPn27b7cyeYcOG2Z6fPXuWWrVqsW/fPts2v7Vq1eLChQukpKTw/PPP06NHD77++msef/xxtmzZwrfffsuGDRto0aIFixYtokwZ+z82H3300Q3r8YaHh+Pq6oq7e+F8ehRCCCGKDet8milTzCOv/v4btDbP83F915wkXrvO/6XUYdnMcOKSkmletwpz+ramR4vbcSmdff+o+2x3YpNimbpxKrVda3N67Gm7aflBemqz0atXL1555RX8/f0ZOXIkqalmLbVWrVoREhJCq1atbMdGRUUxYcIEfvrpp2zzPHDgAJGRkfj7+xMeHu7wOK01ISEhVKtWDRcXF5KSkqhbty4A1atXJzbWfBqrUKGC072gUVFRxMfH0759e/r06cPUqVNZu3YtoaGhdOnShaVLl9KsWTNeffVVoqOjmTt3Lvfddx8//vgj0dHRpKSk8N1339nNu3Tp0tSpk/mTWnJyMtOnT2fmzJlO1U8IIYQosay9qErZXYO2pIo+HEf3OZHMSa2LZ303PhvanrUvPcTjrevmGNCC/Z7kgupdLjE9tdn1qBaU/fv3061bN3r37k1AQADLly8HwNPTk+DgYPr160dMTAy7d+/m3Llz9OnTxzaGtl69eoAJOhMTE6lUqRIAAwYMAKB+/fokJycTGBjI3r17bWX6+PgwadIklFLMmzePiRMn8s0331CpUiVb8JqYmEhaWhoAhw8ftpWVnbi4OEaMGMHq1asBmDBhAps3b+add95h4MCBVKpUiZ07dzJ06FDc3d0JCAhg/PjxDB06lHLlzJIc7dq1sw17cMbMmTMZNmwYbm5uTp8jhBBClEiF0Iu6o849zF0czZWUVEo9/Salgn6l1rVppHGFiy6fk1zqQL6Vde16Ku+t38dHkYeoV60iX9SPp93AR/Mt/4IgPbXZCAoK4quvvqJ06dI0b97cNgnM09OTrVu32m7fh4WFMW7cOCIiIhg5ciRhYWG2PHr06GELJAFcXV0zlbFo0SLbeNWIiAgmTZrErFmzWLp0KQAJCQm4ubnRtm1bNm/eDJixvB6WT4GrVq2iZ8+e2bYjOTmZJ598khkzZtAgw5ie1q1bc/ToUUaPHg1Aw4YNbcuEbdu2jQYNGtC/f39iYmJITU1lzZo1mXqnc/Ljjz8yb948vL292bVrF0OGDHH6XCGEEOKWkcee29Q0zbwNB3jy2bf5Y9se0jZGkuxayQS3uiLl0+7F/dpsqqb05XpqWp6ru+f0RR7/8GcWbTxE3/vq8f2ojrQbFpDnfAuaBLXZGDVqFMHBwXh7exMdHW0bt+rh4UHjxo1tAWJYWBg+Pj6A6WkNDQ215dGzZ0/WrVvHmTNnnC536NChLFu2jE6dOpGamoqvry9PPPEEy5YtY/To0axatYpHH32Uffv2ceLECVq2bJltfh9//DE7duzgzTffxNvbm5CQEADeeecdRo8eTcWKFQGzusKGDRvo1KkT8+fPZ+zYsUyaNIn+/fvTunVrOnTowMMPP0xcXJxTAWpkZKQtWG/dunWmcclCCCHEP4aTKwLYc+rCFZ4N2sI7YXvp3voO1s/ux6pGV/ji45GsfvFfnC4/lpPlA7lcejNu1wPoszCKQ2cT7WcWHJxjeZH7zvLY3J85l5jMxwPbMcO/Ja7lCvjGfloanIqB6P9L7+3OBaXzcHJ+ateunbauLmB18uTJG8ZplkTHjx8nMjLyhklUNys+Pp7169fTqVMn3N3dWbhwIc888wxVqji3yHFJcatcdyGEELe4jBPAlMo8/CAX8dWUiClM8Z5iex32x2leW72b5OtpTH3sXvq0vcMsm5WhXDU1fahDxesdaVhmAteupzK+R1MC2jcwx9urr506n4y/zKMfbKJ2lfKsGPIAtznYEexmZKwfgJ6sUVMUd6PoQhm6UIanKtSGK5YdxUbugup3Zqii2q61budMWSVmTG1Jdscdd+Q5oAWoVq2abQUEgBdeeCHPeQohhBCi+JkfcYC3Q/fSom5V5vRtzV01K+V4zuUymwh7uROvrt7NxK//YPfxC7zl38KpCV0ppUoz4tOdJF9PY/6znvkS0ALUdq3NtcRY7qc0PmWrwsqnOU0lalsGCxwjDRp3g7u84M5OUCX3nVoS1AohhBBCFCHrElcAC7cu5OXmESzceJDHW9fhnT6tKFvG+dGi7lXLs+S5+3gi6P/4fDucvniV+c96Urm8S7bnve01kO1/xzO3XxunAuhsaQ3n9sGebzldtRkkWlZpSk6FuMN8z3W2kEo4qewnDe23IG/lWUhQK4QQQghRhGzLWulSpCT0YeHGgzz7QH2mP96cUqVufiUFpRRtGp3k2dbdGffVbzy5MIrg5+7H0YrxP/xxmv+7358BHRrQKxcbKdhcjoOf58Ceb+G8ZSWGOp7gPQ7qPwB12kD5qjw3tWBWh5CgVgghhBCiqOnS1EgZjWuqF8O87+Y/Xe/JPB42F566rx7uVcvz4vLt+M3/mcVpFWiS5Zij5y8z5vMYWpzaz/hHu+W+sJQr8GlfOL7NDCVo/yLc0yNPwwlulgS1heTIkSO2Zbjyy6FDh7jrrrvyNU8hhBBCFI60NM2x+MtUSG1P5evdqZDWlvgyi3m12xf5VkanxjVZ9UIH/h28lSeSm9Jo7mbcq5bn9qrlcX+gD+tWbAdg/tczKbfk5dw2BL4cCsei4clguPeJfKv/zZCgthDMmjWLRo0a5XtQu3btWmrWrJkvk9CEEEII4SQPD7PZAphlsqzb4TrhcvJ13gnby46/49kXm8iVlFRqMQFNCudd5pFY5vvMJwQH37gk2E3GE/fWqcpXwx5k/jufcczVnaPnL/ProfNc9B5EmWNxzPt6JvXcyt9Unpmsnwh/fQO+bxZZQAuyTm22kpKS8PPzw8vLi/79+6O1ZtCgQbYVCPr27csgyw9aXFwclStXtm3QYGXdYczf3/+my4+NjaVNmzYAXLhwge7du+Pr64ufnx/JycmMGjWKdevWcenSpWzzsXdufHw8PXr0oF27dgQGBmY6ftiwYaxdu9ZhXeyxl192ZQghhBAllnX3MK3Tg1snLdx4iMU/H6Fi2TL0vb8eM/1bcKrcaI6V75c5oLVuu/vcczcGsRmC3Nqute0+z6qOWwXecPmbJf++n7BXOrF7Slf+nNaV7RV303Vf1E0F5pn8ugiiPoT7A6HD8NzlkU8kqM3GsmXL6NChAxs3bqRcuXJY19GNiYnJ9BVg/fr1XL16lcjIyBvyGD7c8UUODAzE29vb9pg2bZrtvbFjx9q2xl2xYgWjR4/mhx9+wN3d3bbBQ0BAAGvWrMm2HfbOXbZsGc8++yzbtm3j0qVLtrZt2rSJ06dP06tXr0x5ZKyLo+9V1vwclSGEEEL8E52+cJWPIg/Ss+XtfDq0PZN73Uvf++uTXGofWmXuFHM2cD499jSTvSajJ2tOjz19U/WpWLYMVVVqbppi7FkH378G9zwK3WbkbXtgaxCvVK53YJPhB9moW7cuS5Yswc/PL9NuWGXLluX8+fO4uKQvjxEaGsrw4cMJDQ3F19fXln7w4EGaNm0KwJQpU0hJSWHTpk1cvHiR0NBQFi1aZLfs8PBwXF1dcXc3cxWHDRtme+/s2bPUqlULgPbt2zN9+nTbbmf22Dv30qVL/P777yQkJHDs2DHq1atHSkoKzz//PD169ODrr7/m8ccft1sXe2677bYb8rOXJoQQQtySGjRID+oybEmf0bs/7CUtDV7rlnW6ViGwDpmYOtXUL7c9s1Ynd8IXg6GuJ/QOglKl85afNYiHXAfHJSaoPf3WW1z7a0++5lmuaRPcx41z+H6vXr24cuUK/v7+dO7cmffffx+AVq1aERISQqtWrWzHRkVFsXnzZrp06ZJtmQcOHCAyMpJp06YRHh5udzxscnIy06dP56uvvuKJJzKPTYmKiiI+Pp727dsDUKFChWx7UB2de/vtt7Nu3To++OADmjZtSvXq1Vm6dCnNmjXj1VdfZe7cuRw9epTAwECHdcnooYceuiE/e2lCCCHELckaJGbdtcviz5MX+WLHcZ7veBf1qlcszJoZ+RA02lxJgFUDoeJt0C8EyhZBe+woMUFtUdi/fz/dunWjd+/eBAQEsHz5cgA8PT0JDg6mX79+xMTEsHv3bs6dO0efPn1sY2itvZIVKlQgMTGRSpXMQsYDBgwAoH79+iQnJxMYGMjevXttZfr4+ACmd9XNzS1TfeLi4hgxYgSrV6+2pR0+fNipHtCs506dOpWFCxdSpUoV3nvvPRYvXszu3bsZOnQo7u7uBAQEMH78eOLj4+3WJSt7+W3ZsuWGtKFDh+ZYVyGEEKJYc6JXNiOtNW999xdVK7gwvHPDAq5cAdMavnkJLp6A576HSjWLukY2JSaoza5HtaAEBQXRrFkzBg4cSPPmzW2TwDw9PRkzZgzvvPMOMTExhIWFMW7cOEaPHs3EiRMJCwtjyJAhAPTo0YPVq1czcOBAAFxdXTOVYW/4QadOnQgPD2fevHns2rWLIUOGMH/+fJ588klmzJhBgwy/QKtWrcLPzy/bdiQnJ99wbnx8PL/99hvt27fn119/5eGHH6Zhw4YcOnQIgG3bttGgQQN+/PHHG+qScSiGlb387KUJIYQQJV4OvbJZRew9y+YD55jcqxlVK2S/s1dueLh5ZHpt3aFs6sap1HatfdNjbbMV/RH8tRZ834B69+dfvjf5QcEepyaKKaWqK6UeUUrVyFUpJdSoUaMIDg7G29ub6Oho27hVDw8PGjdubAsQw8LCbD2sPj4+tklcAD179mTdunWcOXPG6XIjIyOJiIggIiKC1q1bExQUxMcff8yOHTt488038fb2JiQkhH379nHixAlatmyZbX72zn399dcZOnQoVatWJS4ujn79+jF48GA2bNhAp06dmD9/PmPHjrVblz///JMJEyZkKsNefvbShBBCiFtalklO11PTeOu7v7izhivPPpC7YC0ng1oPyvTatkNZlud23cykrBM7IGw8NO4OHV5y/jxnHDkCkyebnuBcjvdV2jq+wtEBSlUD1lkefQEfYCbQDFintX7DctzHzqQ50q5dO511dvzJkyepU6fwdqIoKMePHycyMjLf15NduHAhzzzzDFWqVMnXfIvarXLdhRBC3OLsrSGbxYpf/2b8V7+zMKAt3Zrbn3Ctsmwbqydr02uZcQxsDvFaQeYHmHG0izqBToPASKiY+3kydusHdnu+lVLbtdbtnMnXmeEHLYHRWustlgDXByitte6glPpEKdUIaOFMmtZ6vzOVutXccccdBbJBwgsvvJDveQohhBDCSTkEtJeupvD++n3c71Gdrvc6XkO22Ms6jjYPAW1ByjGo1VpvBFBKdQLuB6oDqyxv/wA8BLRxMu0fGdQKIYQQ4p9n5vd7iEtK5pNBTVF5XXGgKEXNK5hxtPnM2TG1CngaiAc0cMLyVhxQG3B1Mi1rvkOVUtuUUtvOnj2b2zYIIYQQQhQrUQfPs+LXo/z7wTtpeUf2KwgVCutELKVubiLWoY2wfhI07ZX/42jzmVNBrTaGA7uBfwEVLG9VsuSR6GRa1nw/0lq301q3q1mz+CwJIYQQQoh/iODgfM/ySnIq//1yNw1uq8gY33vyPf9cOXIkfYcyZydiJRyFL56D2xrCEwvyvr6thbNb+96sHINapdRrSqkBlpdumEliD1letwKOANudTPvHOpLXnTucZF2SSwghhBCZBe8KvjExp//Pudi+9d0f9vL3+cvM9G9JhbJ53GmrqKRcgZAASE2BviuhXOV8yzovW/tmx5mJYh8Bq5RSQ4DfgTVApFKqDtAdaI8ZkrDJibR/pFmzZtGoUSM8crmX8c1YsGABvXr1olOnTgVeljNOnTrFH3/8wQMPPEDlyvn3CyGEEELcrCMJR27+pJvciWvn0Xg++fkwzzxQnw5333bz5eWD2q61bUt55aonVGv49hU4FWN2DKtRMjaMyLGnVmsdr7V+RGvdSWs9TGt9AfAGtgCdtdYXtNYXnUkrqEYUlKSkJPz8/PDy8qJ///5orRk0aBBPPfUUAH379mWQZeZjXFwclStXtm3QYGXdYczf3/+myo6NjaVjx4621ykpKfTq1YsHH3yQTz75xGHajBkz+OCDD0hLS8s2/6NHj+Lt7Y2Pjw9Dhw5Fa83kyZPx9vbG29ubJk2aMGPGDLtlWP3+++888sgjDsvYt28fTz/9ND///DNeXl4kJyfbLVcIIYS4FVy7nsqrX+ymdpXyvN69SZHVI889odEfQcyn4D0O7umW/xXkxg0j8oNTY2qzsgS6q7TWp282rSRZtmwZHTp0YOPGjZQrVw7rOroxMTGZvgKsX7+eq1evEhkZeUMew4cPd1hGYGCgLZD09vZm2rRpxMfHM3DgQJKSkmzHzZ07l7Zt2/Lzzz/zxRdfcOnSJbtpZcqUoUuXLvz888/Ztm3RokUsWLCA8PBwjh07xm+//cbUqVNtGy00b96cAQMG2C0DzJZ/o0ePJiUlxWEZu3fvZvHixUyePJm77rqLw4cP2y1XCCGEuBXMCz/A/jOJvOXXgsrl83/nsELx9y8QNg7u6QGd/lNgxWTdMAK4uY0g7Cgx2+QWhbp167JkyRL8/PwybQ1btmxZzp8/j4tL+g9saGgow4cPJzQ0FF9fX1v6wYMHadq0KQBTpkwhJSWFTZs2cfHiRUJDQ+1uk3vx4kVCQkJ4/PHHbWkRERHMnDkTMNvobtu2zW5a586dad++PZs2bcrU05vVm2++aXt+/vx5atRI3yxu69at3HHHHdStW9dhGYsXL6Zz586EhYU5LKNPnz5cv36ddevWER8fT8OGDbMtVwghhCipjsVdZn7EQfza1KVzk1pFXZ3cuRQLnw8CtwbgtxBK5arvM/dyWPc3JyUmqN20ah/njiXma5416lWi41ONHb7fq1cvrly5gr+/P507d+b9998HoFWrVoSEhNCqVSvbsVFRUWzevJkuXbpkW+aBAweIjIxk2rRphIeH292Uwd4OYUlJSdStWxeA6tWrExsbazcNoEKFCly5ciWH1hshISHce++9mXbwmjNnDlOnTnVY7vnz51m+fDlhYWHZBrUAiYmJrFq1igYNGmRao89euUIIIURJ9eWOE6RqzdiuxWS1g5uVet2sdHDtEvRfA+WrFnWNblohh+Aly/79++nWrRu7du3i7NmzLF++HABPT0+Cg4Px9PQEzG32c+fO0adPH9sYWqsKFSqQmJgejA8YYBaSqF+/PsnJyXaHH9hTqVIlW6CamJhIWlqa3TSAw4cPU69evRzbd+jQIWbPns3//vc/W1pCQgJnzpzh7rvvdljuf//7X2bMmJGpp9oRNzc3lixZQkpKClu3bnVYrhBCCFFSaa35cudxOtx1G3XdKuR8QnH00xT4+2foNQdqNyvq2uRKiempza5HtaAEBQXRrFkzBg4cSPPmzW2TwDw9PRkzZgzvvPMOMTExhIWFMW7cOEaPHs3EiRMJCwtjyJAhAPTo0YPVq1czcOBAAFxdXTOVYW/4gT1t27Zl8+bN9OnTh5iYGNq3b283DWDNmjWZbvPbEx8fT79+/fjkk0+oWjX909jXX39Njx49si1348aN7N9vNofbtWsXEyZM4I033rihjBdffJF+/frRqVMnEhIScHNzc1iuEEIIUVLtOBrP3+cvM8KnUVFXJXf+/AZ+mQv3DYGWTxV1bXKtxAS1RWHUqFE8++yzLF68mKpVq/Lpp58SFRWFh4cHjRs3poFlR46wsDBmz54NgI+PD/PmzbMFtT179uTpp5+me/fuearLwIED6dGjB5s2beLPP//kgQceoG7dujekbd68mZo1a+Y4VnXmzJkcPXqUESNGADB16lS8vLwICwtj7Nix2Za7b98+2/ve3t688cYbhIeH8+eff/LSS+m7jbz66qv0798fpRS+vr7cc889vPbaa3bLFUIIIUqq1TtOUMGlNN2auxd1VW7euQOwZhjUbQtd3yrq2uSJKi5LKrVr105bVxewOnny5C0x5vL48eNERkbaHT97M06ePMnmzZvp2rWrrZcza9p7773HiBEjnBoakJdyC9Ktct2FEEIUL1MipjDFe0qWxCnm4YhSmdepzRI3XU1J5f43f6RL09q8/3TrXNXLfbZ7pnVlT489nWO5ObHb1qySkyDoYbh0GgIjwS3noYuFTSm1XWvdzpljpae2ENxxxx15DmgB6tSpY1sj11Ha6NGj81yOM+UKIYQQJUXGoHHhtoX5uotV+J4zXLx6HX/PurnOw259GjRI3+zBcmf4ZuS4Dqx1g4Uzf0H/L4s8oI05G8Pi3xfzdqe3KVu6bK7ykIliQgghhLilWQParM8dsbudrgNf7jiOe5Xy/OvufF6i8sgRE3hOnpzzVr522F0HNqOtQbA7BDqPh7t9clPDfKG1ZsVfKxgUOog9cXuIvZzz9XGk2Ae1xWV4hCgccr2FEELki+DgXJ/q7Ha65xKvEbH3LE+0qUvpUjlvoZsredyQwK7j2yD0dWjkCx3H5H/+TkpKSeI/kf9hZvRMHqrzECE9Q6hXOfc9xsU6qHVxcSExMVECnX8IrTWJiYn5Oh5YCCHEP4yHh7lt/9xzBRMQZvDNrpNcT9N5GnqQozxuSHCDpHOwagBUuR38FhX+BgsW++P30/fbvqz/ez0ve77MHJ85VC2Xt3k7xXpMbfXq1YmLi7NtzSpufS4uLlSvXr2oqyGEEKKk+vvvzBOsCtCXO4/Tom5VGteuXKDl5Ju0VFg9xAS2g3+AikXz//b7w98z6edJuLq4EuQbxH3u9+VLvsU6qC1dujQ1a9Ys6moIIYQQ4lbj4WECYDBDFRyNW3UwYWvv6Uv8fuIik3uVoI0KImbCoQ3w2Fyok7uVGvIiTRk0SiEAACAASURBVKcxb9c8Ptr9EW1qteFdr3epWTH/4rxiPfxACCGEEKJAWHt0tU4Pbu1xMGHry53HKVNK0atVCVmCcl8YRL4NbQLAc0ChF3855TKjI0bz0e6P8GvoR5BvUL4GtFDMe2qFEEIIIQqLs0t/paZp1uw8gfc9NalRqVxhVjF34o/Al8+DewvoMbvQiz+ZeJIR4SM4kHCA1+57jWebPosqgKEhEtQKIYQQQuD80l+/Hj5P7MVrTOxZgBPE8kvKVQjpb54/tQxcKhRq8b+f+53hPw0nJTWF+V3m82DdBwusLAlqhRBCCCFuwne/naKCS2m6NKld1FXJ2ff/gdO7od9nUP3OQi065mwML6x/garlqhLcLZg7qxZs+TKmVgghhBC3tNqute0+z81xqWma0N9P49O0FhXKls6/ShaEHctgx1KzFu093Qu16F1ndhG4PpBq5asVSkAL0lMrhBBCiFucdWxs8K7g9J227KxqYD1uSsQUpnhPsZvXr4fPcy4xmUdb3F6QVc67UzHw3Vi408vsGlaIdp7ZyQvrX6BmxZp87Ptxth8k8pP01AohhBDiHyHT1rG53IbWOvSg8z218rt6+edynBlHW/E26PMJlCq8HuXtsdsJXB9IrYq1+KTrJ4UW0IL01AohhBBCOMU29KBJMR56cCUBlvnBpVMwaB241ii0omPOxvDijy/i7urOx74f5/uSXTmRoFYIIYQQIgMPNw87iR62oQc9iuvQg2uXYEUfiP0D+q6AevcXWtGxSbG8vOFlbit/G590/YQaFQovmLaS4QdCCCGEEBlkGqZgSxyUPvSgSTHc7TT5Mqx8Gk7sgCcXQ+OuhVb0tdRrvBLxCpdTLjPXZ26RBLQgPbVCCCGEEDkyQw9i8WlSi4pli1n4lHIVPusHR6OgdxA07VVoRWutmRY1jd/O/cb/Ov+PhtUaFlrZWUlPrRBCCCH+uTw8nDos+nAc5xKvFb+hB9eTYdUAOLQRHp8PzXsXavEr/lrBNwe/4cVWL9KlfpdCLTurYvZRQwghhBCiEA0a5NRh3/12ivIupYrX0AOt4duXYX8Y9PwftO5XqMVvObWF2dtm41PPhxdavVCoZdsjPbVCCCGEENlITdN8b1n1oFgNPdg0G3atAO9x0O65Qi36ROIJxm4cy51V7+Stjm9RShV9SFn0NRBCCCGEKMasQw8ebVGnqKuS7rcvIPwNaNkXvF4t1KKTU5MZEzGGtLQ05nSeg6uLa6GW70gx+rghhBBCCFH8FLuhB0d/hTXDoMGD8NgH6TujFZK3t77NH+f/YE7nOdSvUr9Qy86O9NQKIYQQQjhQ7IYexB0yKx1UvQOeXg5lyhVq8d8f/p6QvSEMuncQPvV9CrXsnOQY1CqlqiqlvldK/aCU+kopdY9Sap1SapNS6t0Mx32slIpSSk3ILk0IIYQQoqTYfOBc8Rl6cCUBVjxlJog9+zlUrF6oxR+6cIjJv0zGs5YnIz1HFmrZznCmp/ZZ4D2ttS9wGogCpmutOwJ3KKW8lVL+QGmtdQfgLqVUI3tpBdUIIYQQQoiC8Fn0UapVdOHhZrWKuioQ+l/TU9t3Bdx2d6EWfTnlMmMixlChTAXe7vQ2LqVcCrV8Z+TYj661np/hZU2gIrDD8voMUBXwBv6fvfsOj6roAjj8u1vSO+mUhN6k996bvfHZEBEFBCuIiqJCQEEEe6GJgA0s2BBFilSl914CCem9bZLt8/2xAQME2CS7myDzPk8eNnfvnZmEJHt27pkz35UcWwN0B9qUcexUpUcsSZIkSZLkAhkFBtYeTWNE12jcNeqqHczx3+HAMuj5IkR1dWnXQgje3PEmsbmxzB8wnzDvMJf2by+7c2oVRekCBAJvAFMURbkNGAysB7yBpJJTs4GwKxy7tM3RiqLsVhRld0ZGRoW/CEmSJEmSJEdbsTcRs1Vwf8faVTuQomxY+SyEtYCeL7i8+xWnVlzYYKFLZBeX928vuzKeFUUJAj4C7hFCxCuK0h14AVgqhNApiqIDPEtO98EWLJd17CJCiAXAAoD27duLynwhkiRJkiRJjiKE4NtdCXSIDqRBqG/VDmbV81CcAw//CBo3l3Z9OPMwM3bMoFtkN0a3HO3SvsvLnoVibsD3wMtCiPiSw/uBOsC7JZ/vwZZeANAKiLvCMUmSJEmSpGpv+5lszmYWcn+HKi5ZdeQnOPIj9HoJwlu4tOscfQ7jN44nxDOEt3q8hVpVxSkY12DPTO1jQFtgsqIok4G5QDNsi8eKSs75GdiiKEokMAToDIgyjkmSJEmSJFV7y3aew9dDw80tIqpuELoM2yxtZBvoPt6lXVusFl7c/CLZxdl8cfMXBHgEuLT/irBnodhcbIHs1c7JVxSlNzAAeFsIkQdQ1jFJkiRJkqTqLKfQyOrDqdzfsTaeblU0OykE/PYcGHRw5zxQu7ZG7if7P2F7ynamdZ1G8xrNXdp3RTnsOySEyOHfagdXPCZJkiRJklSd/bgvCaPFWrWpBweWw/HfYMA0CG3i0q7/OvcXCw8t5J6G93BXw7tc2ndlyB3FJEmSJEmSSgghWL7zHK1q+dMs0q9qBpETD7+/AHW6QpenXNp1fH48k7dOpnmN5rzc6WWX9l1ZMqiVJEmSJEkqsfdcDqfSddzfsYpmaa0W+GkMKArcNQ9cuDiryFTEcxueQ6PS8G7vd3FXu3YL3sqqBpsYS5IkSZIkVQ/Ldibg5abmtlZVtC3u3+/DuW1w1wIIjHJZt0IIYrbFEJsby7wB84j0qQbbApeTnKmVJEmSJEkC8opMrDqYwu2tIvFxr4J5v+R9sGEGNL8bWv7PpV1/c/wbfj/7O0+3eZquka7dscxRZFArSZIkSZIEfP73WYpNFoZ3iXZ958YiWDEKfMLg1ndt6Qcusi99H3N2zaF37d481uIxl/XraDL9QJIkSZKkG15esYnP/z7LwGZhVbNAbO1rkHUKhv8KnoEu6zazOJPnNz5PpE8kb3Z/E5Vy/c53Xr8jlyRJkiRJcpCl/8RRoDfzTL+Gru/8+O+w6zNbpYN6vVzWrclqYuKmiRQYC3ivz3v4uVVRtQfAcOYsqdOmIyyWCrchg1pJkiRJkm5oBXoTi7aepX/TUG6q6e/aznPPwc9jIaIV9HvdpV2/v+d99qTtYUrXKTQKbOTSvkvL/elnzt57L/m//44x/lyF25HpB5IkSZIk3dCW/hNHXrGJZ/u5OLCzmOCHkbYyXvcuBo3rSmitjlvNF0e/4MEmD3JrvVtd1m9p1sJCUqdNI++XX/Hq0IHIObPRhoVVuD0Z1EqSJEmSdMPSGcx8tvUsfZuE0qKWi2dp10+DxF22gLZGfZd1G5sby+t/v07rkNZMbD/RZf2Wpj92jKTxEzCeO0fwk08SPG4sirpyNXllUCtJkiRJ0g3ri21x5BaZeNbVubQn/4R/PoT2I+Gmu13Wrc6o47kNz+Gl8eKd3u+gVWtd1jfY6uHmLFtG+luzUPv7U2fxYrw7dXRI2zKolSRJkiTphlRoMLNw8xl6Nw6hVe0A13Wclwg/PQFhLWDQTJd1K4Tgtb9fI6EggYUDFxLqFeqyvgEseXmkvPoaBWvX4t2zB5FvvYUmKMhh7cugVpIkSZKkG9KX2+PJcfUsrcUMPzwGFiMMXQJaD5d1veTIEtadW8fE9hPpEN7BZf0CFO3bR/LzEzGlpxP6wgsEPToCReXYegUyqJUkSZIk6YZTbLSwcPMZejYKoU0d19WF5eBySNgOd82H4AYu63Zz4mbe3/s+A6IGMLzZcJf1K6xWshYtIuP9D9CGhxP99Vd4tmrllL5kUCtJkiRJ0g3nu90JZBUaebqv6wJLLCbYPBsiWkPL+1zW7e7U3UzYOIHGgY2Z3m06iot2K7MaDCS/NImC1avxHTyYiGkxqP2cVwtXBrWSJEmSJN1QzBYrn209Q7uoQDpEOy6n85oOfgs5cfDAty7bBvdI1hGe+uspIn0imTdgHt5ab5f0a87JIfHJpyjeu5fQFyYSNHKk04NpGdRKkiRJknRD+eNwKgnZxbx2SzPXdVp6lrbRIJd0GZsbyxNrn8DfzZ8FAxYQ5OGaAN6YkEDC6DGYEhOp+d67+A0Z4pJ+ZVArSZIkSdJ/R1TUv7OgUVGXPS2EYP7mWOqFeNO/acUL/Zebi2dpk3RJjF47GrWiZuHAhYR7hzu9T4DiQ4dIeGIswmymzuLP8Wrf3iX9gtwmV5IkSZKk/5K4OBDC9hEXd9nT/8RmcTgpnzE966FSuSYF4MIsbWQbl8zSZhRlMGrNKPRmPQsGLqCOXx2n9wmg27KV+OGPoPLwIHrZNy4NaEEGtZIkSZIk3UDmbYolxNedO9vUdF2nB5bbZml7v+z0WdrM4kxG/jmSzOJMPu3/KY0CXbP1b8H69SSOG4dbdDTRy5fhXq+eS/otTQa1kiRJkiTdEI4k57HlVCaPdovGXVO5LVntVnqWtuFAp3aVVZzFY38+RlpRGnP7z6VViHNKZ10qf/VqEp99DvemTYlashhNSIhL+r2UDGpdYcmSqh6BJEmSJN3wFmw+g7ebmoc6XZ5r6zQHlkNuvNNnabP12Ty+5nGSdcl80u8T2oW1c1pfpeX98gtJE57Hs1Ur6ny+CLW/v0v6LYsMal2hjJweSZIkSZJcJyG7iN8OpvBgpzr4e2pd06mLZmlz9DmMWjOKhIIEPu73sct2C8v57juSJ72MV8eO1Fm4ALWPj0v6vRIZ1EqSJEmS9J+3aOtZFGBk97qu69QFs7R5hjxGrx1NfH48H/X9iE4RnZzSz6Wyv/qa1Nen4N29O7XnzUXl5eWSfq9GBrXVRXS07QdeUWyPJUmSJElyiHy9iW93JXB760gi/D1d06kLZmmNFiPPbniW07mn+aDPB3SJ7OKUfi6Vtehz0t54A59+/aj1yceoPDxc0u+1yDq11UV8vK38CLhslxFJkiRJuhGsPpRKscnCw52rIJf25tlOeV23CiuTt05mT9oeZvWYRbea3RzeR1ky584l44MP8R0ymJpvv42idVEqhx1kUCtJkiRJ0n/az/uTiKrhRevaAa7p0AWztO/teY/VcauZ0G4CN9e72Sl9lCaEIOP9D8iaPx//O24n4s03UTTVK4yU6QeSJEmSJP1npeXr2XYmizta10Rx1Z3QA8ucmkv79bGvWXJkCfc3vp8RzUc4vP1LCSFIf2sWWfPnEzB0KBEzZ1a7gBZkUFtlluxfUtVDkCRJkqT/vJUHkhEC7mwd6ZoOL8zStnXKLO36+PXM2jmLPrX7MKnjJKcH6kII0t6cQfbSpQQOG0b4tBgUVfUMH685KkVR/BVF+UNRlDWKovykKEqYoii/K4qyW1GU+aXOW6QoyjZFUV692rEbTnQ0xMRctgAsLjeuqkYkSZIkSTeMn/cn0bKWP/VCXFRu6sAyyD3nlFnagxkHeWnLS7QIacGsnrNQq5y7gYQQgrSZM8n56iuCHhlO2ORXXDfbXQH2hNoPAe8KIQYCqcB9wNdCiPaAr6Io7RVFuRtQCyG6APUURWlY1jFnfRHV2vkFYELYHgPhc8KJ2RSDEqMQPie8igcoSZIkSdepa1QOOp2u43BSPre3qopZ2gEObTq9KJ3nNjxHsGcwH/X9CE+Nc6s42FIO3iLniy8JHP4woZOcPytcWddMiBBCfFrq0xAgEYhQFCUAqA0kAMOB70rOWQN0B9qUceyUY4Z9fUsrTCvzsSRJkiRJ5XCNykG/7k9CpeC6oPb8LO3N7zh0llZv1vPsX89SaCpk/oD5BHkEOaztsgghSJ/1NtlLvyBw2DDCXn652ge0UI6cWkVRugCBwFdAFPAMcAzIBryBpJJTs4GwKxy7tM3RJWkMuzMyMir6NUiSJEmSJF1ECMHP+5PpWj+YUD8X1FF10iytEIKYbTEczjrMzB4zaRjo3BvfQgjSZ88he8kSAh96qNqnHJRmV1CrKEoQ8BEwEpgCPCGEmAYcBx4FdMD5eXCfknbLOnYRIcQCIUR7IUT7kJCQynwdric3S5AkSZKkamt/Qi7nsou4w1ULxHZ9Zpul7fOKQ2dplxxZwm9nfuOp1k/Rt05fh7VbFiEE6W/PJvvzzwl88AHCXp183QS0YN9CMTfge+BlIUQ8ttnaFoqiqIFOgAD2YEsvAGgFxF3h2H9HGbmylRIV9W+QHOXC4tCSJEmSdB2xt3rQL/uTcdOoGHSTC9auFGXDxplQvy806O+wZjcnbua9Pe8xMGogo1uOdli7ZblQ5WDxYgIffJCw1167rgJasG/zhceAtsBkRVEmA38AC7ClIGwDlmELjrcoihIJDAE6Ywt2Lz0mAWHeYRdyacO8S7Iy4uJgyRIYMaKqhiVJkiRJ1Z491YPMFiu/HUymf9NQ/DxcsOPVxplgKIBBMxw2S3sy5yQvbX6JxkGNmd5tulMDTGG1khozjdxvvyVoxAhCX3rxugtowY6ZWiHEXCFEoBCid8nHLCFEcyGEjxBigBBCJ4TIB3oD24E+Qoi8so458wupNpYsueYpqRNTmdJrCmKKIHVi6r9PyIBWkiRJkipt6+lMMnVG7mhd0/mdpR+HXYug/UgIbeqQJuPz4xm9ZjReGi8+7PMhXlovh7RbFmGxkPLqa+R++y01Ro++bgNacOA2uUKIHP6tdnDFY/95cXEXf34+reD84xLRAdEuG5IkSZIk3Uh+3Z+Mn4eG3o1dsF5nzWRw84HerzikuRRdCqPWjMIqrHw+6HMifCIc0m5ZhNlM8suvkL9yJcFPPUXwk+Ou24AW5I5izhcXB4sX23JvSwW8I1qPuOg0s8VKbIYOg9ni0uFJkiRJ0n9JkdHMn0dSublFBO4a525OwKm1cHod9H4JvGtUurnM4kxGrR2Fzqhj/oD51Auo54BBlk1YLCRPepn8lSsJee45Qp568roOaMGBM7UStioI8fG2HcSiov4NYq+RVmCyWHlgwXZ2x+egUqBOkBf1Q3yoH+pD7SAvQnzcCPZxt334uuPtpr7uf/AkSZIkqbQl+5dcNuFTEX8cSqXQaOGuNk5OPbCY4M/JEFQfOoyqdHN5hjxGrx1NelE68wfMp2kNx6QylEVYraRMfpX8334jZMIEgkdXfvzVgQxqHekaRaCv5O3Vx9kdn8Mz/RqCEMRmFBKboWPL6UyMZutl5zeN8OPjB9tQ31Vb/kmSJEmSkzlq+/jv9yQQXcOLjnWdu0EBuxdD5gl4YDlo3CrVlM6oY9y6ccTlxfFxv49pE9rGQYO8nLBaSXn9dfJ+/pngZ57+zwS0IINax7pC/uzVrDmSysItZxneJYoJAxpd9JzFKsjUGcgoMJCpM5CpM5KWr2fR1rPc8fHfzBnaisGuKFUiSZIkSdeBc1lFbD+TzcSBjZx7R7MoGzbOgHq9odHgSjWVq8/liXVPcCL7BHN6z6FrZFeHDLEsQghSp00j74cVBI8bS8i4cU7rqyrIoNaR4uJg6lTbhx0Ssot4/vsDtKjpz+RbLr/NoFYphPl5EHbJTih3tanJ2K/38sRXe3iiV30mDmyERi3ToyVJkqQb2w97E1EUuKddLed2tG4q6PNh0MxKlfDKLM5k1JpRnMs/x3t93qN37d4OG+KlhBCkvfEmucu/pcaoUQQ//bTT+qoqMhJyNDt3FzOYLTz5zV4APn2o7RWT2csqMh0Z4Ml3YzrzUKc6zNsUy8OLdpKpM1R0xJIkSZJ03bOisGJPIj0ahhDh73ntCyoqYRfsXQpdxkFYswo3k6JL4ZE/HiFJl8Qn/T9xakBrNRpJmTSJnK+/JujRRwmZMP4/uTZHBrWOZmet2RmrjnEwMY85Q1tRO6js+nPhc8J59JdHUWIUwudcnGbgrlHz5l0tmH1vS/aey+HhRTuxWkVlRy9JkiRJ1Ycdtd/P+yeqJUm5xQx15iytxQyrxoNvJPSaVOFm4vPjeWT1I+Toc1gwYAGdI5y3P5U5J4eEkY+R98uvBD/zNKEvvvCfDGhBph9Uid8PpbB0WzyPda/LoOZXzok9v+vYpY9LG9q+NmqVwoTvDrDxZDp9m4Q5fLySJEmSVCUurf1+Fd+3GICfh4YBzZz4OrjrM0g9BEOXgnvFFmsn65IZsXoEFquFzwZ9RrMaFZ/tvRZjXBwJY57AlJJC5Jw5+N96i9P6qg7kTK2LZeoMTP7pEK1q+fPS4CYOafO2VpHUDPBk3sYzDmlPkiRJkq4necUmVjfqwp1tauKhdVJt2oJU+OsNqN8Pmt1RoSbMVjOTtkyi2FzM54M+d2pAW7RrF3H33Y8lP586Sxb/5wNakEGty0359QiFBgtzhrbCTeOYb79WreKx7nXZGZfNnvgch7QpSZIkSa4QPiccJUYhZlPMv6l2U6faFmDFxFxYfF3meSVWHkjGoHVnaLvazhvon5PBYoSbZ1d4cdjCQwvZl76PyZ0m0yCwgYMH+K+8X34hfuRjqIOCiP52OV5t2zqtr+pEBrUutPpwCqsOpvBMvwY0DPN1aNv3daiNv6eWBZtjHdquJEmSJDlTmal2U6fa6r5PmXIhqL1aSt73exJpkn6Wm2r6OWeQZzbC4R+g+3ioUb9CTexL38e8A/O4td6t3Fb/NseOr4QQgowPPyT5pUl4tW1L9PJluNWp45S+qiMZ1LpIbpGRV38+QrMIP8b0qtgvxNV4u2sY3iWKNUfTiM3QObx9SZIkSaq06GjbLKeiXKgWFOb9bw5s6cf2OplWwIGEXIYeWuucBVBmA6yaCIF1oftzFWoi35jPpM2TiPCOYHKnyQ4eoI3VYCB54gtkfjoX/3vups7CBaj9/Z3SV3Ulg1oXmfbbUXKLjMwe2hKtk2rKPtI1Gje1ioWbZW6tJEmSVA2d33lTCNtjIHViKmKKYEqvKaROTL3ipVcKfr/fnYBGpXDnkY3OGfPGtyDrFNw8B7TlLxUmhGD6tumkFaUxq+csfNwcvxuoOTubcyMeJX/VKkImTCDijTdQ3Cq3y9n1SAa1LrDheDo/7k1ibO/6NI903rumYB93hravxY97k0jP1zutH0mSJElytbKC34xGN/HT6r30O/Y3NUIDHd9p0h74+31oPQwa9q9QE7/G/srquNU82fpJWoW0cvAAwXD2LHH33Y/+6FFqvv8ewaNH/WdLdl2LDGrLUo66eNeSrzfxyk+HaBjqw1N9nZcUft7j3ethtlpZ/E+c0/uSJEmSpKoSl1nIPY99SGFAME+0CChX+S+7mPTw8zjwCYdBb1aoifj8eN7c8SYdwjsw8qaRjh0fUHzgAPEPPIi1sJCoL5biN7hyW/Ze72RQW5YyfjHK2tnLHtNXHiUtX8/b97a84q5hDlESiEcHezPkpgi+2h5Pgd7kvP4kSZIkqQpEB0RzOCmPe+f9Q4HexDejOtFGVej4jjbOhIzjcPuH4BlQ7ssNFgMTN03ETe3GjO4zUKscGwMUbNxI/IhHUfn6Er3sGzxbOX4W+Hojg1o7xeXGlfuaX/Yn8f2eRMb2rk+bOk64LVJaqUB8TK96FOjNLNt5zrl9SpIkSZKLNfS5lfvmb8Ndo+b7J7o65/U1cTf88yG0GQYNB1SoiXd2v8Px7OO82e1Nwr2vvNFSReSuWEHik0/hXq8e0cu+wS0qyqHtX69kUOsk8VmFTP7pMO2jAhnfv5FL+25ZK4Cu9WuwaOtZjGarS/uWJEmSJIcpqZBw3soDyYxYvJNagV6sGNuVBqGOX3RlSzsYC74RMGhGhZpYH7+eZceX8XCzh+lVu5fDhiaEIHPuXFImv4p3587UWboUTXCww9q/3smg1gmMZitPL9uHSoH372+NxknVDq5mTK/6pOUb+GV/ksv7liRJkqTyig6IvvzgiBGALZhbsDmWp5fto03tQL4b04Vwf49SF5dxbUVtnAGZJ21pBx7lX9ydpEvitX9eo3mN5oxvO95hwxJCkPHuu2R88CH+d9xO7bmfovbxdlj7/wUyqK2oqKh/a+1dMu0/+8/jHEzM4+17W1Ir0MvxfduxkK1nw2CaRvgxf/MZrFbh+DFIkiRJkgONaD2izONmi5XXfznCjN+Pc0uLCL54rCP+XtpLLi772nKL2wr/fARth0OD8lc7MFlNvLj5RYQQzO41G61ae+2L7GALaN8ja+FnBNx/HxEzZ96QJbuuRQa1l4qOtm3LV6owdPiccGI2xaDEKP9uzRcXZ9vpRIiL8lk3HE9n4ZazPNw5isE3RThnjHas8FQUhSd61eN0uo6/jqc7ZxySJEmS5ERFRjNjvtzDl9vjGdOzHh890AYPrZMWXevS4YfHbJssVDDt4KN9H3Ew4yBTuk6htq9jtuwVQpDx3vtkLVxIwH33Ef766ygqGb6VRVPVA6h2zheGhnLv7ZyWr+f57w/QJNyXybc0tfu6o2t/YcfXpzGpolGsBlTCgIKBheJdwIDAAoqZpY+9iaJYUcxmxKhpF7XhTRa36gpw9/l3+92bW0Tw9uoTzN8cS/9m5d+lRZIkSZLKZckSh82aphfoeXzpbg4n5TH9juY83CXaIe2WyWqBH0eBPheG/QDu5d/KfsO5DSw+vJihjYYyONoxpbWEEGR88AFZCxYQ8L//ET5FBrRXI4NaO6ROTGXqxqlM7T31iufkFZt4bOkuio0WPn7QvneSqccPsGbOr+hUnVC0zfAwHQFUCNwQuIMShFC5I1CDokaPGoEGoT3/A30+rUChQO3Ol0/+SKPsr+i5ci0AWrWKx3vUJWblUfbEZ9MuKqhS3wdJkiRJuqCsANZBtWLT8/XcM+8fMguMLBzenn5NnTwxs+VdOLMRbvsAwluU+/IzuWd4eevLNK/RnBc7vOiQIQkhyPjwQ7LmzSdg6L2ET50iA9prkEGtncpMYC9JTyjQm3jk852cSC1gwcPtaRB69Xd4xbnZ/Dr1PXJ0HbGou+Bj2kWvsd2J7jDxovOUmItnisWUkiB26lTbRwlLdBR/tGxFcvAjHKr5zZCZkwAAIABJREFUMmcenUW/53pRu1Vn7utQmw/Wn2LepjMsHC6DWkmSJMlBHL3ZQYkio5nHv9hNls7IstGdaV27/DViy+XsFtvisBZDoe0j5b4835jPMxuewV3tzvt93sdD43Hti+yQ+dHHZM2dZwtoY2JkQGsHRYjqsYioffv2Yvfu3VU9DFvKQen0g2t8f4qMZh75fCf7zuXyyUNtGdT8yrXoMuNOsu69L8kvaI3JLRDP4mO0ut2XdvcML3soZQW10dEX9ssmKurfPypTp5Iz5lFWTV1CvuiCymokwHsHA59/hCUnrHy4/hTrJvRyTvkTSZIk6cZR1uvQlV6bLnWN11iLVTD2qz2sO5bmmhlaXTrM6w7ufjB6I7iX7zXSYrXw1F9PsT1lO4sGLqJtWFuHDCvjo4/J/OQT/O+5m4jp02/ogFZRlD1CiPb2nCtnaitBb7Lw+NLd7InP4cMH2lwxoI3btYWtn/2FztIOi6YPnpaT1G0Sy4DnKnCL4io5v4ERUQybP4X9K79l7w9ZZBn68N20EwQru+ns583CzbWZdW/L8vcpSZIkSeeV9TpUifUopb31xzHWHE1jym3NnB/QWq3w42jQ58GwH8sd0AJ8vP9jtiZt5bXOrzkuoP34E1tAe7cMaMtLBrUVZDBbGP3lHradyeLd/7Xi1paRl52Tl5LIr1M+p4BOCKUbXuaDNO7hTddHnrCrjzDvMNIK0y48tlfr2+6j9W3w95J5nNqoo8C9Kz104P7rGv4q+Ie+j9rXvyRJkiTZ5XyZy/OPS1myf8kVy3WV9vWOeBZuOcsjXaJ4tFtdJwzyEts+hjMb4LYPIfymcl++Om41nx36jHsb3cv/Gv/PIUPK+PRTMj/+GP+77iLiDRnQlpdMP7iUnekHk1YcZPmuBGbd04L7OtS57PkNn7zL6d01MbqH4G3YSYf7m9B80J3lHs5lC9Sukn5QOs+2tFOb/2Tbl9spEu2waLzw0u+j07CGNOt/e7nHI0mSJN3grvY6Weq1KHxO+EUTM6kTU6947aaTGYxcsoueDYNZOLy98zctSj0EC/pA48Hwvy/LPbt8IvsED//xME2CmrBo4CKH1KPNnDu3ZGOFO4iY8SaK2kmly64z5Uk/kG8BKmDrqUyW70pgTK96lwW0GWeOsXTkTI4eag1Asxb7GbF4UoUCWihjgVpcHCxefFl93Ktp2HMQwxdOIbadFbVhPXptMzZ+58EXj08n5di+Co1LkiRJkq7mfEB76eNLJeUW89TXe2kU5stHD7Z1fkBrKoYVo8CrBtz6QbkD2hx9Ds9ueBZfN1/e7f1upQNaIQTp7753YacwGdBW3DXTDxRF8QeWA2qgENgI3FXydACwQwgxRlGURUAzYJUQ4o2Say87dr0rMpqZ9ONB6gV7M75/owvHLWYzq2fNJCm2GSZtB/ysW7l9xkj8I2pVqr8yb9lUsAbgPYO6cX+8mhmtizGtOUGBtgu/vJOEv+eP3PHaKLxCL59xliRJkiS7lXO7WiEEk1YcxCIE84e1w8fdBVmR66ZCxjFbHq13jXJdaraaeWHTC2QUZbB0yFKCPYMrNRRhNpMaE0Pu9z+UbKzw2g0Z0FqtgsTj2cQdyqLH0IYoqorlZdvz0/MQ8K4QYq2iKHOBs0KI3gCKonwELFUU5W5ALYTooijK54qiNARaXHpMCHGqQqOsRmb/eYLEnGK+G9PlQi3a/T9/w96fcin27Ia7NZnWXTLoNuL1Kh7p5TrVDaJhqA/fZvrzy+d3s//nb9j3UxbZmj58/dI2Imt+wOCJE1AH1KzqoUqSJEnXo3JOuizflcCWU5lMv6M5dWo4YVv5S51eBzvmQaex0KBfuS9/Z/c77EjdwRvd3uCm4PLn4ZZmNRhInjiRgrXrCB43luCnn0apxCK761FWko4T21M5sTOVojwj7l4aWvWthX9IxX4WrhnUCiE+LfVpCJAOoChKTSBMCLFbUZThwHcl56wBugNtyjh2xaA2qyir3IN3tT3xOSz5J46HO0fRsW4Q6aePsPqtHylQd0at9SPEcwN3zHnxol29XMaOd8eKovBQpzpMXXmUQ4l5tL7zQVrfCWs//pD43TWIy7yFpc/+SouWh+jwyHgIbuj8cUuuZW/ZHUmSJCdL8g3hzVXH6FKvBg91irr2BZVVmAU/j4OQptB/Srkv/zX2V7469hXDmg7jjgZ3VGooFp2OxHFPUrRzJ2GvvELQ8Icr1d71QghBdnIhZw9kErsvncwEHSqVQlSLGjTuHE70TcGotRVPP7F7nl9RlC5AoBBie8mhJ4G5JY+9gaSSx9lA2yscu7TN0cBoAP9a/uUde+WV4wXeYLbw0oqDRPh58NKQJvw2fTpJcS0xa7rgY9rJgAkDibxpukuGXSY73x3f3a4Ws1af4Kvt8RfKew146hkMxcX8Ov0jstKasPNkQ448v4x2TQ7Q4pb7oOltoPV04uAll3FQ2R1JkqQKKamSIIBJj8zGKgRv39sSVQVvN9tNCPjtWSjOgWEryv2adjjzMDH/xNApvBPPt3++UkOx5OYSP3IkhpOniJw9G//bbq1Ue9WdxWIl+WQuZw9mEncgk4JsPQBhdf3ocV8jGrYPxdPXzSF92RXUKooSBHwE3FPyuQroA0wuOUUHnP8J8cG2AK2sYxcRQiwAFgAokYpQYpR/V0i6Qjle4D/+6zSn03UsergNvz4/jRxzbzzMcbTpn0nHB15xwWAdw89Dyx2tI/l5fxKv3NIUf09bgru7pydDZ7xIatxZ1sz6kUK3jmyO68ruOftoGnoznft2gI6jIbhBFX8FkiRJ0nWrZPJo2Y5zbPnpENNvbkrtIBekHexdCsdWwoBp5d4GN70onWc3PEuIVwize81Go6p43q9Vrydh7DiMp2Op/ekn+PTsWeG2qjOLxUrSiRxO70nnzP4MDIVmNFoVtZoG0f7maKJa1MDb393h/dqzUMwN+B54WQhRMq1JD2wLxM7X8diDLb1gO9AKOAEklnHsmq62QrI87K2Ld5kyau0dSsxj7sZYhjbzJWHOFxS698ZLv5d73xmGb/CVdxCrroZ1jmL5rgR+3Jt4WS3A8Oi6DJ/7POeOH2Pz3D/QWZqyR9eOo8uP0fDPx+lx1xDoPh40jnlXJblAWfuzS5IkVZHEnCLeXHWUbg1q8FBHFyxQzjgBf0yCer2hy9PlurTAWMDYdWPRGXV8MeQLAj0CKzwMYTaT9PxEivfvp+b77//nAlohBCmxeZzYnsqZfRnoC01oPdTUbRlM/bah1G4WhNbNuYvg7Hm78Ri21IHJiqJMxpZy0ArYXOqcn4EtiqJEAkOAzoAo45jLxOXGVfDCuAtBgBCCb3bE88Zvx2ihTqXpeiOFnh0JUDZx/2evodZcn3tX3FTTn9a1A/hqezwjukaXmZhep0lThn3QlMzkJNZ+8B35xmgO6l/l7JL13Lm/D373fgi12lXB6KVyszNvtsJvBCVJkuxkq3ZwCIBZ97gg7cCkhx9Ggps33DUfyrGZgdFi5NkNz3Im9wyf9P+ExkGNKzwMIQSp099At349Ya++it+ggRVuq7opzDVwfHsKx/5JIS+9GK27muiWwTRoF0qd5kFotK6r5mDPQrG5/Js7e963l5yTryhKb2AA8LYQIg+grGNOcclM1PmCzzGbYiqWzjBiBBkFBiatOMj64+mM0uwnNLEeevea1AzZzJ3TYxw6/KowrHMUE78/wLYzWXStf+WSJMGRNXlg1nhyMtJZ+frXFHgM4Nv9LWh29jm63dwT+rxi+2MhXfcq/EZQkiTJTuuOpbP1dCbT7mhOrUAXpB2sfR3SDsOD34Ov/XdWrcLKK1tfYVfqLmb2mEnXyK6VGkbm3LnkfvstNUaNImjYQ5VqqzqwmK3EH8ri2D/JxB/OQgiIbBhA+yHR1G8bita9asqSOWyqUQiRw7/VDq54zOHOL/Z69NELi73sLfh8JeuOpjFt+WZuT91BV0NT9J5dsKp1NG97nF5PTHXc2KvQrS0jmP7bUb7efu6qQe15gSGhDJ87nnVLvuHMZjf266dwdtlq7t7fGa++z0Gbh2VKgiRJknRFZouVWauPUy/YmwddkXZw4g/YOR86j4NG9s+MCiGYvWs2f8b9yYR2E7i1XuUWcuX+8AOZH36E/x13EDJhfKXaqmrZyYUc+yeZEztSKS4w4e3vRptBUTTtEkFAmAvepFzD9Xn/vDQHruYu0Jv46LPl1Nh9kofU7TFrb8aqpBHsuYE+E+8ntMF/Z1tZD62aoe1qseSfONLz9YT6edh1Xf8RD5I5MIlVU78nz+NmvjreCd8TG+lRfyG1bnkWWv4PVDde4ejrWemtLOftnue6hZqSJN1QVuxN5HS6jnnDXLBrWH6KrXxXeAvoP7Vcly49spSvjn3FQ00fYkTzEZUaRsHGjaRMmYp39+5EvDH9uqxDq8sxELs3nVO700g7m49KrVC3ZTBNukZQp1kQKmf/X5ZDtQ5qK5rjF+YddtF+0/ZYd1M7YsfGEKjpjtk9Ai/9Ieq3stBn3HPXbe7stTzUOYrPtp7l210JPN3P/pq0wZE1eWTBc6z97EsS/taT7XYPv8bfjte7e2gQeTddhvREHVjbdqvHN8L2r3sV1O6VLlfGQsjK3tmQJEkqy0WvxV61eXftSdrUCWBQcycvsLZa4KfRYNbDvYtBY/8q+xUnV/DOnncYGDWQFzu8WKkgtPjAAZKeG49HkybU+uB9FG3lttN1JV2Onti9GZzek07qGVv2aI2aPnS7twGNO4U7rASXo1XraM2uHL8yXqRTJ6YydeNUpvaees3LM7Oy+em1t7F2fBWz1g8v/V46DWtEs/7X9y0Ce9QN9qZbgxp8vyeRp/o2KPcv74DHH4bHYf9ff3Hw+6MUubXiQG5nDn9ZiNpSiMoaiyIOolCEVpNJSFgObbvWJaRFT4hoDe4+TvrKJODiOsxLltgWjJ1fNDZ1qu1DkiTJSc7f9VmyfwlFud15e/UJPnqgrfNnK7e8A2c3w+0fl2sToZWxK4nZFkO3yG7M7DETlVLxGUjD2bMkjHkCTWgotefPQ+Vd/deeWC1W4g5lcWRzEueOZgO2QLbT7XWp3zaUwPDq/zVU66DWLnFxl71AZyQnEJZ+9Xdmpw/s5u8HHsf4/GqMHgPxMJ2mafcUej460anDrW5ubxXJSysOcTgpnxYV3ACjdd++tO7bl+y0FP6a+z2FqWasQo0QWoTihUWpQbGmDXk5ak7/ZsX9h1jc+BO/gHSiWkXT7K5HcQ+sRqXRHLDrVrWoJCA3WpAkqRq4o+GD9Jy9gf5NQ+lYN8i5nZ3dAhtnQsv7oM0wuy9bHbeaV/9+lY7hHXm/z/u4qSs+E2nOyCDh8VGgUlFn4QI0wddet1KVCvMMHPs7mSNbktHlGPD2d6PDLdE06hheLfJky6PaBLVh5gCii4PZ4Xb6quddGizkZKSyLiMd3dhXsBYFIJRIDO5hoHRi4R/fohaxaEIKaXV7P4LCa7Jh/heY0sMweDRF+D2Auz6F0PAt3B0zFfUX4sod/0cNbBbO5J8Os+pQSoWD2vOCwiK4d+ozZT6X8+pk9jRoTtr+ZAwGXwq1XSkwuJO0E7ZtP4C74Q802iy8IrSE3VSLm3p3JSgsolLjqbCrBYN21nyt9pUE7NhWWZIk6YLSf/vKuEN6NZ9sOE2hwcyLg5s4bXgA6NJhxWMQVB9uedfuN/Prz61n0uZJtA5pzYd9P8RDY98ak7JYdDrOjRmDOTubqC+W4mbH96eqZCcXsm9NPCd3pWG1CGo1CaTH/xoR3bJGtcqTLY9qE9S6iVAezp3Lo6YCFg2fi6LOIMQnm/2so3Xv/hfOOx8sHN62lZ2fr8ZkaY/Z7V4AtOoc1OYkPC0nUbRmrJYwjG4tKS7wYuvXoFjPIVT90Gqy8TD/Tdi5jQz6Yy0arRZiplbBV131Ar3d6NogmFWHknlpcGOn3RYK1GjpP+LBC5/ri3Qc3bKN+O170SXqMYkQikUjdBk+pG+AQxuO4WbYjEaVgXuAkcD6gdTv1IL6rdugVlfhQrQKzNpWmau98MjNGCRJskfpO1dTp5Y7jSkhu4gvtsVzb7taNApz4toKqxV+HA36PBj2o93pbZsTNzNx00Sa12jOJ/0+wUtb8ZlJq9FI0jPPYDhxktpzP8WzRfl2LnOVlNO57F1zjriDmWi0Kpr3rEnL3rWuu1nZslSboFbR5uKlWYfQ+2BVwjFqOoDJnb+Xw+4lX6JSnca3oTve1gwWLZ6Jwb0tQt0XD8MR/NyP0/rRB2na8Z7L2i0uLOSvr5YQu/M4bhZfDvntZX7oWszTLLYX/OsocdtZbm0RwYsrDlYqBaG8PLx8aDtoAG0HDbAdMBuxHFtF3KrZnDqnJtvYEAPRmK0RFBUGk3MQzhzM5y/zH2jNabj75VG3dwM63TbE9qbkRldWyoTMn5UkqbIqmcb07tqTKAqMH9DIwQO7xNZ34MwGuO0DCL/Jrkt2pOxg/IbxNAxoyNwBc/Fxq/g6D2E0kvTscxT+s42IGTOq3W5hhmIzZ/ZlcOzvZFJi8/Dw1tLh1rq06F0TT5/queirIqpNUBsSWZtHP55x4fPItyLonVafLnltUaxN0bt1ozhegxdgdDPiYdpF9MA69H3gadsLdsduZbbr6e3NLWOeREmVOYVXMrB5GK/8pPDboWSXBbWX0bihbnEX9W+6k/qn18OmWZD4OfhGkN18NEdya5F2PJXCVAtmsz95hhbsX6PmyG8rcXeLJ7J9MN3vuxNPXyfNBEydCjExF3/uStdKe3Bg/mxekYm9CTkcScrDy01DmJ8HYX7uhPl5EOrnjrummpRsu/R74oBcaEmSyuEaaUwr9iTy074kxvWuT4S/p/PGEbcVNsyAFkOh7SN2XbI/fT9P//U0dfzqsGDAAvzc/CrcvTAaSRw/Ad2GDYRPnULA3XdVuC1HMpssxB/O4tTONOIOZWExW/EL8aTHfQ1p2jWyyjZIcKZqE9ReKnlSClM3TuXpkgoGyWdPsWnJN+Sk59Bv7IM0avtq1Q7wPyTAy41uDYL5/VAKkwY3qdo6eooCDftDg35wdhNsmk3Q9hh6eIfCwGeg/Whw8yY17izbl/9BzklBkaUJJ3e7c2rnP3gYk/DwKyCyeRitBvckMCrSMeM6P9tZiVnPSi0ec2aAJjR4WbrhYW2Bu7UpraatueKpapXCvW1rMXFQY0J87S+T4xSXfk/kwjhJcq2rvNHeFpvFpB8P0rV+DZ7r78RZ2pQDtm1wg+rBre/Z9bt/NOsoY9eNJdQrlIUDFxLgEVDh7oXJROKECbbtb19/jcD7769wW45gsVhJPJbD6d1pnNmfgVFvwdPPjeY9ImnYMYywaL/rslauvaptUHupyLoNGe87lzRVGqz8gLC/KrD97Q2mPEHULSUpCIeS8mhZq+K/4OVx1fEpCtTrbfuI2wqb3oY1r8LW96Dr04R3GMWdk8YBkJ+Tzd/LfiHjaDZGYyC5+qbk7NNwZN9xtKadaK15uGn1ePsqBIb4ERYVTkD9cAIb18Ld/+q3m6woWIv0WM0WLEYLQm/FkpiBMJqYt2MuS3Yvwagy8VjXUTzfbxJ15tUnrfjijQxKb24wad2kavNza7JY+XFvIjUN89GIMCzoMKqOM3HAANpGBdKqVgBGs5W0Aj1p+QbS8vQcSspj2c5zrDqUwtN9GzCiW3T1mbm9EjsX90mS5Bin03WM+XI3UTW8mTusHW4aJy06OrAcVj4LXjXgvq/sqod+Ouc0Y9aOwc/Nj88GfkawZ8UrEwiTiaQJz6Nbt56wV18l6MEHr32RE1itguRTuZzancaZvRnoC024eWqo1zaURh3CqNko4Lpd+FVe101QC7JIfHmVZwX++RSEVYdSXBbU2j2+6O62j3M7YPPbsG4qHPwOhv8KPiH4BQYxZNyjF05PzUhg9+9ryTiYhjlPg9nqg8kUSF5BEEmFGg7HWWFTMpCMxlSAuyhAQWBFiwUtlpG/YB39J1ZFDWPWwYR/Sg2mN7xxCABv+vAkfWyH/4SFf+7gNb5BZTGiWE0owsjnj60gxjwbhAGzNZ9iMtk09Vt8anjjF+GPR6APWl9P3P28cPPzws3fB0WtgFUghG27RgCNVXDpn6TSbwoEYDVbMZusmL2CMGcUYzZZMBusFPk0pHDVUYoy8ynKKaIo30hWkZm4fCP5FrhL7UaBei9FmjQsKittsoHcXA4eykOlUkABL5VCPUWhgacvQY2KicuLZO5vJ1i+I55JtzRjYLOw6vvuX6YhSJLLZOkMjFyyC61axeIRHfD3dMKaB4vJNsmxYx5EdYehS8An5JqXncs/x6i1o9CqtHw28DPCvSteSlKYTCS98CIFa9cS9srLBA17qMJtVah/qyD1bD6ndqcRuyedonwjGnc1dVsG07BDGHWaBqHW3hiBbGnXVVBbkZ3CJPucT0FYddDBKQhlbQBQUXU6wbAVcHodLB8GS26BR3617VhWSnhIbW59ZOSFz4UQZOmziM06RfyxY+SdTsWYUojIVrAYPTFYAlBQsKLHqhgwqwxYLAYsKjNWxYrAilVlvfDYolgRKovtX8WKyqrGU3jhp/Ilv1CH2qpFZdWgsmqpH9CIc7nJqHFHowrEV1uPw6l+kAocMQE5JR/X0gvVqD9RCRNqYUaNGbPwZaH6NyyKBuuoNYinNtpOffh7eG1bqWsj4LRtdlhlNaE1FYIQRCgK4agQii9CaQWoEIrCwTWxoKgQqBAAlxQgdyOQRhTTCA8ogAMfH+GE/ykaRgfgG+SBT5A7PoEeFx57+bqhqBwc8J7/uYqJkfmzkuQoZeWll6N8l95kYdQXu0nL17NsdGdqBzlhNb0uHb4fAfF/Q+dxMGAaqK8dOCfrknl8zeNYrBYWD15Mbb/aFR6C1WAgafwEdH/9ReiklwgaPrzCbZWHEILMBB2ndqVxak8aumwDao2KqBY1aNg+jKgWNdC6VfM7Z05WrYPa6IDoiz6/4k5hdtTclAHxtd3SMoIXf3BwCkIZeY6lb8efv0VfLg36w7Af4Ov/weKb4ZGV4F/ziqcrikKwZzDBtYLpVKsLDLj4+UJTIQXGAowWI3qLHkO71hj+2YzBYsBw2xAMK75Fb9ZjsBhQrfodze13olFp0CgaVCoVXx78kqahUezLj2NLwhbcNLaVpEIImgc3Z/OZzRQaCiksLsQqrBieLyL/TAr5cWno84sxFRkxFhkx682YDGaEECjYZkhZ8ycMHIzVYsW8ZRvmth0wmwUWM+Tps6jh5otasaA+ehhV00Zo1KDZtQ11j25oNKDWqvH098Ar2IddeSY+P5KDOjyAZ3rUoXOoO0JXwENL7sDXpMLPqMbPqObZmx7H+t33WPR6hKIgPNwRrduyO2kXHhY3wo3BmNyCMHgEYQyNJs0nkuSMQGKNZrRmBbPRetH3V6VR8AmwBbqePlrcvbV4eGtw99Li4aO1PRfkgU+gO24edv5JKit/tpy1MyVJukRZv1d2VlERQvDCDwfZey6XTx9qS9s6gY4fX9xWWPE4FOfC3Quh5f/suiyjKINRa0ahM+lYNHAR9QPqV3gI1sJCEp56iqJt2wmf8jqBDzxQ4bbslZWs4/TudE7tTiMvvRiVSqF28yA631Gfui2DcfOs1qGcS1Xr74Tdi2rsyJcrz9a5N6qBzcJ4RaWw6qBzUxAckkYS3R0e/gm+vhcWD7EFtoEVC2S8td54a0tt/2cNhYgOtsdRUVB3yL/PLT8ODe++6Prtcdt5tbNt4aISo6BSVHi6e+Lt4Y1XuBdBfkEEK8FYhRVdsY4/09bRu0lv6rWsd+3BTb0P/l5ke6zcDxv+3SBk6sapDO/9bMlzCvx1/sXoKdj21YXzcouMvPDDQdYmpdGvcz3mDG1FoPe/JVxWbsq/qMtZU96EGTMufnE7eZL6MbYXOU+zQrNsD/5s+xHF+w9Qb+9aLFlZtr4io6k1aBCiRScsYdHoCiwUZOvR5RjQ5ejJTilEX2TGUGjCarl8sxN3bw0+gR54+Wrx9HXD08cND18tHt62mRhhFVgtAtHiXqx/xmO1CkTbYVhXnkG8vx6xZQvWLt1sx5efxPrFl6DTof1zDO6eWtxem4S7lwZ3Tw1unhrcvUr+9dSgdVc7fkZZkv4rrjF59NX2eFYeSOaFQY25uYWDN86xmGHzbFv6WWBdePA7iGhp16U5+hxGrRlFRnEGCwcupGmNphUfRn4+CWOeoPjAASLemknAnXdWuK1ryU0vuhDIZicXoihQs3EgbQdGUa9NyIW/idLFqnVQW5ZLZ29dde2N4EIKwqEUJg2p4ioI9qjTCYb/DF/eVTJj+yvUqPg78AsqWd/VKqwU6gsp1BeyePBiVDG2INfP2w9/L39e2foKWpWWrpFdubPBnfSu3Ru9CXacyWJXXA5hfu50iA6iSbhvmb+g5Znp3h2XzTPL9pGhM/Darc0Y2S36sv/X8t7FKNYI9oQWU+OxxwDbDE3x8RP8OP8H1Lu34/fFIlSW+ai8vAjo0oVa3bvhPagHbrWaX2hDCIHZaKVYZ6Qwx0BBjh5dtuFCAFxcYCQvI4/iAhMmg+XyQXQdCz/F2h53eBRWxaGoFFTWWihbklEpoKgVVMGtoXkoJr0Fs8kK35684telKOBWOtj1+PdfN08Nbh7qC8+7eapLHbc9p6gUFEVBUYFKpaD6dhnakcNtecmSdL27yuTRkeQ8pq86Rp/GIYzt5YC/waXlJcGPo2zpBi3vh1vm2LUgDCDfmM+YtWNI1CUyt/9cWoW0qvAwzNnZnHv8cQynTlPzvffwGzSwwm1dSX5WMbF7Mji1O42McwUARDTwp+f9jajfNhQvv/9OPVlnue6C2gqXRCrr2v/w7crzgU/MphjCvO2vFHE+BeFgYh6tartmwVil1Gxnm6X94k74rL9twUC9XlU9qosIoaCDSYD4AAAgAElEQVQUdqZIF4BOKWbawPGcLNjK/rTNbErchMYaSHFWJww5HVAJHyxW2wymt5uatv+bRvt1pxjQLIxmJe1da6bbrKhYdziFL7fH8/fpLOoEebFibNcrzr6f/9m4VrWMKwW/iqLg1bQJD747mck/H2La36d4OaKIAbozFG7Zgm79egDcoqPxHTwI/9tuw71+fbTuarTunvjV8ORq8zpmkwVDoRkUW7CoqBTbv2/NQPXqqyhqBUWxjeOySgeKcmHG2aLWYswtxFBkxlBsxlhsxlBkxqgv+be45Hip5/Mz9Rj1tsdGvQVhLc9W2rVh9wa0HmrcL5kVdvPS4O5R8q+nFjdPNe5e2n9nkL01+AS4o7nB8+Ok6q/QYObpZfsI8NQyZ2grx76JO/47/DIOzEa4az60sr9cVpGpiHHrxnEq9xQf9vmQDuEdKjwMU1IS50aPwZSYSO1PP8GnR48KtwW2N/V56cVkJBSQmaAjM7GAzEQdRXlGAEKjfOl6TwMatAvFN6jiW/beiK67oNah/sOLSyp6i/9CCsKhlOsjqAWIaAWPr4NlD9hmbQfPhI6jq6RW6aWBX3q+nlDjdDyt/84QfLDKCHQE2qP1PUZA+E60IavxDF3PoOjB9IwYgl4Xxb74fHYlnub99Sd5b91Jmjz6EXduikUtamBRsi7q14pCUnYRP+xJZPnYxaR9tZdIfw8mDmzEI12j8fW49q2qa71hPB/8lk7jKT1rHOYdRvKEFISA13cloBvchbFTXscYF0fhlq3oNm4ga8FCsubNx6NZM/xuuw2/m29GGxZ61X41WjWagDKCO8UKl67uvcpsktpqtqU0+FZstuP87PKFILfYUhLslgS8QiDOV62wCiyr/sDYq78tSNafD5ZN6HINGFMKLwTQ4ipxsi24teUbewe6l+Qmu+MT4GH7vDx5yJLkBK//coSzmYV8/Xgnavg4qHa1qdhW3WDXZ7a/7/cuLtddOIPFwDN/PcPhzMPM6TWHHrUqHoQW799PwpNPIYxGai9cgHfHjhVqx2y0kHgih/jDWcQfyqIgWw+ASq0QGOFN7aZBhNT2JapFDQJCr//taquK/GsoXSTAy43ejUP5dlcCT/SqT5C3i293VLSmaI36tsD2pzHwx4uQehBueRc0Dt4g4Bp5ZaVnPaM9b2bIB1twtzYmU/sBReotKHhw9ukkikxm9CYrdWsMxt9LS2xuLMuOL+PX2F9ZdXYlge6B9KnTh1f2vEujLSmsPZLJj58e560/jlOTxRhUh7GiRy0C6TRjHZkv/Izl7Q0oCvTMOMsbTw6ib5NQ1I6aNRECcuMh8zTROQmQdgQ8A8nV2QLaIBRq6jJQHfuFGWHxDAnfR+q6HBJO+1LHT4271kRQXyPmjg3IP5pP3qGzpM+aRfqsWXg3DSNgYCd8+w1ECWsMvpGgqn6laBRFKZldVuPtb8fP1cYkuLXuVU8RQmAyWC7MGp8PdPWFtuC3MMeALteWj5wen09xgemyNjx9tfiHeOIX4ol/sGfJYy/8Qzzx9NVW/zQi6br1495EVuxN5Jl+Delav+L1Xi+SehhWPAYZx6HLU9Dv9XL9HTdbzby46UV2pO5gRvcZ9I/qX+Gh5P/+O8mTXkYTFkbtL5biXr98qRUF2XriD2cRdyiTpOM5mE1WNG4qajcNot2QKMLq+hEY7o3aWXV8b0AyqJUu8+Lgxgz5YAuz/zzBzLtbuLbzysyee/jBfV/Dxpm2BQUZJ2wFuX2vXYvQ7o0qygi4L83VNlmspKR0YuqmXTQO8yVZ+waFhv0AhHr7U6fG5e/C6/+fvfMOj6Jc+/A9s32z6b33hBR6qKIUAVGxoGABCzZEj3qsRz+PCiq2o9gFbAh2FAULioIoSif0FnpCQnpPNput8/0xSSAQyKaAgHNf11yzmd2dnc3Ozv7e532e3+MTzxP9n+DB3g+yMn8lS3OW8mv2r3z7YAymH0dwadylvLbkWdheTo/XJ2F0DkDEA6dQwQWJgQS9NZ2gF59hSHIg0QGj4asprb+XE2GtgQgVrP9QFq+3GOGFSLDJOV4TAbbMB6AeL2xIaGkQTl/fjAhcoPOiXKvFnCtS5+2J0WAAlQa1CH5pEn5pJqzleqp21lG1o4DDb3yPatYCfGLr8EkGbe9hkDYGEkeC1qOlozwnEAShISdXjcmNYnGn3YW5yioX3lXWU1NWT3WJhapSC/l7K9mzrkg2LW5Ao1PJYrdB8HoFGvAOkm+b/PRKvq9CuzlQUssTC7fTN8aP+4YldHyHkgRr34UlT4HBB274Vu4s2aZdSDy75lmW5S7jsb6PcVn8Ze08FInSmTMpffMtDL17E/H2W6h9W/+C2uodlObWkLO9nJztpZQdNgPgFaAnZVAYMen+hCX5oNYoaUWnCkXUKhxHUrAnEwfGMHvlQa7vG3namjF0CqIIw/4LwWmw8C549wI5zzZ64Emf1pZGFcdytBiuqbcz8aP1bMipYEK/KJ4cnYpeswnALfcNo8bIiOgRjIgegc1pY21PfxbPuI9v937LVy8kMnjLYzg8v6Og/vOm57w8bgpc8wkM/LhtB+5yQcVBWbgWbT+yrsiG2zxg0YOg85ZFUvfrICQdApJZvOdHRoX1AUs5j/94F94IFCFxEBcL7twAvtEIem809XYmzVpNbnkd864dQHq4d7OX1wFBQKDdTu2v31M5/2vK1m6lLEvCuHYdPjG/4hkrIKaOgpTR4BkKGgNoPOQ1dVCdD456OefOaQVHw9J4O1UN2+bLAxsfQX6cWtuxlsXucIp8dFUaEa8AA14Bhhbvd9pdVJdZqCqRl0bBW1FgJntbKS7HEcUrqgQ8/fWy4G2I7Ho1iV+98sOrcEKsDif3fL4JrVrkjet7oO5ot6raYlh4N+xbAkmj4Ip3wKPtkd/XN77Ot3u/5c5udzIhpX3NEFz19RQ89RTV3/+A9xWXE/Lss4ja5jOWLpdEdYmF0rxayvJrKcurpexwLdWlckqBIAqEJXgz8KoEorv64xtiVGZMThOCdLKErtNIRkaGlJmZ+XcfxjmD8HTzL5A0pW2fc3W9nWGvLCfC18C3dw1sf0TnqEKdxtsnPbZ2Og60SNEOmHejLNJGPisbdZ/gwtKi4GzjsdTbndw8ex0bcip49doeXN49rNn9rQqplozPG/5npZZS5o1PY961yVRYK7BYLVTWVqJFS/6D+S0/92gslVC884hwLdwOxbvALkcSEETwT5AHA8FpcMfjsPYAeEfIA4UTXCdaO8+Kquu5asYqbE4X3941sFUzdntRMVULF1I5/2vsuXmIBjXeMVZ8osrQ+Tg6IU1aAFMw+bgI8wg+In6dNvk+/3ikoFSqA+Ip9gyixOhNtctGta1aXqzVmO1mpIZwqNAQoXZKzqb7K62VVO3bhiMijGTfZNJmLaDr6/NID0jvUEvOjuJySZgrrUfEbomFqpK6pr9t9c1dJjx8dA2C13Ak2hsoC2rFTujv45QOyFq4XrfE1O93MGdVNh/clMHw1A76vu9dIgcgrDUwchr0ub1d9RBzts9h+obpXJN0DU/0f6JdItKWk0Pev+/HmpVF4P3/xuf2O6gts1JZXEdVsaVJwJbnm2U3FeRD9Qk24h9ukpcIE2EJ3uiMyneksxAEYYMkSRnuPFaJ1Cq0iJdew/9d3IWHvt7CNxvzGJfR/u4rfxvBaTDpdzkC8MvjkLceLn/LbTsYd5p6NOJwurjn802syy7n9RYELbjh3NGS8XkDAYYA/rWwmNu+zmHRgUV8kfUFuyt2AzDuh3EM++5RhkUOI8k36cjFPGc1rJ0JhzdB1aEjOzP4QnA69LrpiIgN7ALaowTnnv+AT8c/82AvPXNv7cPVM1dz8+x1zL9r4EnztDXBQQTcOQn/O26nbt06Kr/6msolS6jYFYTazxtjWhzGlEiMSaFo929FGHQBqHSg1oJaTx1Q6DRTYK+lwFZFwUczKBEs2PUiLi8drrRkskuzUElOXFI+LrVIoE8okiBglVyUOvIoKsrGUtLyD6JO1OKh9UBAbBK2AKIg4qX1wlvnTahHKF12roG+55FVnsUHowNxLbsXALvDTr2tHhUqXhv5Ggk+CcR5x6FXn/oKZ1EU8PSTO72R3HwqVZIk6s12WegWW6guPRLpzdleRl21rdnj9R4afEON+IZ64BfigW+oEb9QDzx8dEpE6hTTkVmlzuDXHYXMWZXNLefFdEzQ2uvlludrZ0JQqtz2PDi11ae1xMJ9C5m+YToXxVzE4/0ed/scdDldcs56uZXi5esp/G4J9bp+SNfdR2aejpr7/mzmeGLw1OAfbiLtgnD8w00ERJjwDTEqLiVnEEqk9hylo5FakCM7Y2et4lB5Hb89NKR9PbxPUaS2TdEKSYKVb8BvT4N/IlzzMQR1afaQjjTmcLnkTjrfbMzjmSvSuGlATLv202KU5CSRk5zqHH4/9DvLcpexuXgzEhKx3rFc5tuVSw9uICx7NRj9IW6oLFxDusprz9DWIyFuRmzcPc/WZ5cz4YO1pId58dnt/TG04UegpiSf0p9/wLFhC84NW5BKy+U7/H0x90zgYBcf1kXZ2GbP5nDt4WbPVQkq/F0GNJ7eqAQVoiCSVZolHysSSJARloFKUKEW1QQaAwk2BBEkaPCoqcVQWkBg6R4iKnbi7zCjk6BW448mMAGdfzT4RMni3zsSfKLlyLZG3+x/VqcTyTqUycjPR2LQGtBpdeg0OsSG9sMqQUWCTwLpAel0DehKekA68T7xqMUzJ+Zgq5ftzRojvJXFdVQUmikvMMt2aw1o9Cp8QzzwC5EFr0+QEaO3FqOXFqO3Vklp6AROaROhVr73+ZUWLn7jLyL9DHxz10B06nZ+nsW75M5gRduh32QY/rT8vWkjDpeDGZtn8MG2D+gf2p+3L3wbrar5oNlpd1FZXEd5vny+VpdZqCmrp6a8HnOl7TibPr1RhVegEa9AAz5BclqOd5ARnyBDu51TFDqGEqlV6BREUeCZK9K57O0VvL50D1MuS2v9SaeJNkUrBAEG3Q/hveDrW+C9IXI6QjunuY5GkiSe+2kX32zM44HhSe0XtO0g2iuaiekTmZg+kVJLKcs2zmLR3gW8WXWQNwXondqPS9NvJso3AZ1KJy+uevTmAoKNwajE0ycw+sT48eZ1Pbjrs43c+8UmZt3Qq1keXo2thl1lu9hetp2s8iyK64ops5RRYinB3Jgi0QvoKRFariL1kER6TiXdVqwnfSmkClAa44OlZy8McfF4RyUQFJdGYHQXNJrmldPCVAEV/oiSBwJ6Ph72Nmabk4o6G1kFNWzYXcWughqqLI1OA5eiwkkXIZd+6j2kOQ8QcbiELmV/4WUrRpCOaQ5hCobbjPDtJEi6CCMSvYJ7UVbd3IZt//372Vexjz0F29ifv53NmxaTaZ6P3gY6lRbvLl1JjelDz6CedA/sjklr6uRPxX20ejUBEXJk6mgkScJSY6eiwNwgcmWxe2hXOVlrjvfG1hnVDQJXh9FLi4f3kdsGk9w22eCpRW/S/ON72J9pOJwu7vtiEw6ni7eu79V+QbvzO/j2TtCZYPzXkNS+JgYFtQU8+tejbCrexJiEMTya8Si1RXbKCyopz69tErGVxZYm4SoIYPLVY/LTEZbog4fWieOXBYh7NxM8chDRj9yN1tRyvrrC2YEiahVOSnq4N+P7RvHx6hyu7RNJlxCvv/uQ2k/sBXDXKjl/66eH5VyuK94G08l9Uk+EJEm88dtePlxxkIkDY7jvQvcrgI/1d3W3OUaL1FcT8MsUrtn8Kdd4hZPX5xZ+Mhn5IXsxz6x/scWn6FV6knyTSPZLpotfF1L8UkjwTcCgbrign6AxiSRJbZ5eliQJi8NC1xgXk4ar+HDNUm6c/wf9EtTkm/PZVbaL7OrspseHeYQR4hFCsl8ygwyD8Df446/3P06Ei4KIhymK0Dwr9pVrMa74i/oF60FaB0AVUKVSoQkLQ5+aQnVMMqt1IcSZ38KpOmK1Nf6DtUf+LxqRLiFeXNI1lNQwL5KDPfHz0OJlUOOl16DXqDhcaeGln7P4fks+4Z4anhziw8gwO2J1LlTmyqkeW2bD/mWwdR484glfXM+NLg3LbS4iKnSklxvQPvE6sTu2E5lfwPE13hZgHUU+69gbJLA0RMQRE0ZwXDoJif3oljiIMK/wNn0OpwJBEGSR6qUl/JiUBmudnerSesxVVuqqbdRV2ahruG2uslF0sIq6KltTbuKxqLWiLHJNDYK3oV2y3kMjtzo2yutmf3uoUXW0aEmhRd74bS+ZORW8cV0PYgPa4UgiSXKr29+fg4i+Dc40J05fcNpd1NfZsZod8rqhvba1zsGuw3tYc3A9IbYM/m24EeNBTz7+fF1T621BAK9AA36hHsT1DMQvzAO/UBO+wUZUDd7WtStXkv/wI0hWK6HTnsXrkkva9X9ROLNQ0g/OUToj/aCRCrONodP/oEekD3NuaaPx9ClKP+jQFJzLBevegyVPUeKyMlGq4yfB0SZxebjSwmPfbOWvvaVc1TO8zZ10WvwftDH9AIDslbBwMlTlwaAHYfB/mjwdJUniQNUBKuorsDqtTYvZbuZA1QGyyrPIKs+ipsGqSxREYr1i6eLfhS6+XYj3iads6Xcc7BrOgaoDZFdlk1eTh0alwVvnjbfWmw35G3C6nHLBlACjEkbhcDmwu+xUW6upslVRZa3C7jreX1VETYhHEMl+yaT5p5EekE6afxo+ep92F8O4LBbsBQXYD+djz8+n9lAuezbsRLtvNwG1cqTUKQjs99Kw3V9gmx88dOv76OPj8fTQEelndNvbd0NOOU//sFPuvhfuyY2xegZpa9AczsX2f/+H7aKLcJYV4Mrej0ulwWmTQDqyb01UFIb0dHRJSYhenqg8PBCMRkSjERwO6nfvwbxjGzU7tqLKa95AxSFCtacKW6A36pgoArp0Jyy1D4b4BDTh4QjqsyNeIUkStnonlmobllo7lhob9eaGda0dS61dXjdur7Vjr2+hbfJRaHQqdB7qJgHcuGgNatRaEZVGlBt6aEXUGhG1VtWwFlFpjtw+8hgVolpwbzDXXp/tNuyv09IPTlKYCjS7vXJfKTd8uJaxvSJ4eVzLrWZdThcOmwuXU8LlkhuRNK5ttWZsS16hfv8GbOHDsCZfi9UK1kZ/5joH1kbh2iBeTzTYAXDhwqGtx8/XBy8vIwaTBu8gY4N49ThpnqvkdFI6YyalM2agS4gn/I030cWd3E9a4e9FST9QODHtuOj6emiZODCGN37bS255XasV7Gc8ogj9J0PsBeTP7MsijHws2fhvbXGrT5UkiS/W5fL8T7twSRLPXpnOhL5Rp9/v02GFZdNg1VvgFwu3/gKRzQccgiAQ73Nys3BJksg355NVlsWu8l3sLt9NZmEmiw4satgJqHeqifGKIdE3kaFRQ3G4HFRZq6i2ViMIAjrNERFda6tFLarRilrifOKaiqd8dD5467wJMAQQZAji7SXF/Li5iifG9mixCLG9xTCiwYAuLg5dXBz7imuZ9HEm2bFdGDDcnyuijQxyFPHiB+PpVmZgeK6eqw6oIPMmRKOR4ghfBN+I4wYOgkbTsKgRNBoQRFy1tfjX1PBaTQ3mskqkqkq0TjsVjR+Pjy/G+nq04bGIG7chTprEp1tmkqSD/r5OAnwdqMJM0DsOuo8Do99x78U0eDCNXgnOWjO2gwewFuSTf3AbpTm7qM3PgYISAlZthqWbyWcuAC61CiJD8Uzsgj42Hl1cLNq4OLSxsahMf18KQ0sIgiC3EDao8XGz5sjldMliqDGCZ5YFUX3DunF7vdmO1WyntMJKfa0dW72jKZLX9gNFFrsNQlelERFVYrPsJUEAocgXVVEmokpApZYfo1I33FYLqFQiorphm6phm1pEpRaPtH8W5f+LIAoIO+sRVuYjigL3Lr6HCmsFLlz88cdlzL5ytvwYAVQqEZVGaHi9I68lH+eR10AAJPm7Sn4JUp0dp92FIyIae34tjsBkHLsrsNucOGIvwLGmgKzcKr5dn8tolYGRdRp+mrkVS40dS60Ne70Th82Jw+5y4387Ul4qgR3ZAM3bRhvU+AQZ5ah7Q/Rdf9TtCqmU6dteZmftNsZ1vYoHMh44Ln+2NRzl5eQ//AjmVatku64pU+RBpMI5gxKpPUc5YTS0hUioO1Gxw5UWBr20jHuHJfLgiKQ2HMgZGKk9StjrpgpMQceDaJEAw6CHYNADciOHY8irqOOxb7axYl8pA+P9eenqbu0W+O2K1KoF2Lsc9v8Ou76Hsn3Q+xbZBkfXuWKlor6CA1UHCDAEEG4KP2HRUntnBGwOF7fNXc+q/WVMH9edK3vKU+mdlZaxdGcR98/bjE4tMmNCL/rF+R93zIIE0TVaNp0/j/qt29i9fgnRXlEND5LtuiQksDuQ7PYji8uFymRC9PJC5ekpR1m9vSn1CWGFzcTXJSr2WdWYdGruH57IzUOS0DgdTa9rkOBaNHwUfj4czgRRDRF9IG4IxA6GiAxQuVeUKUkSBeYCNu9fQfa2lVTs3o4qt5CwMomIcoHgCgnxqEIYdVAQ2rg4dHGxaCKjUPv7ofL1Q+Xri9rXB1VAAKKuk7vwnUG4nC4cdjmi6LA7ZUFna9hmd+JsvN0g1BrXzqO3NdyWnEf5XzQIRSlrN674RJxOF067hMvpwuloXB99W8LlkLedIT/BrSKIAgaTBoOnBr1Ji8GzIfrdEO3WNES6VQ1RbVGyIxxagbjvFzSuanRD7kKXPAidUY3WIC/uBgMWHVjEM6ufQaPSMO28aQyJHNLm4zevWUv+o4/irKgg+In/4jNunOLUcZagRGoV2oQ7UbFwHwMXJAbydWYu/74wsfPar7aRo0XPrMxZ7RM9R3m42gT4L1belWw8h44bVrwKG+fC4Meg142gMSBJEp+vO8Tzi3YB8NyYdMb3jTo9F0SDAGtmyabk//GEuZeBoJJF0EUvtLvIojV89b701vc+JfsG0KpFZt7Qm9vnruf+eZs5WGrm/uGJTZ8t0Oy2u7hcEm//vo9Xl+whPdyL927MIMyn5cIPSYBsLxs+V15JyL7JFGW0X0zLA8ObSAPucElkRndl5jOzmbZoF/Nvfp1p2eVNj7UIMAc7H93xGxRug+3fwIHl8MeLcjc8rQlizpcbXiRfItuVnQBBEAgzhRHW/Rrofg0AlfWVrC9az8r8NWTmraE+N4fwMomeliB6WYIJLq2h/vsfcNXWtrRDNGFhaGNj0cbGylHe+Hj0KSmoPN20wjuDEVUiWpWItrMd1FqYyg95JYQiS8M5ZTrxOeVySbK4bZy2lyQkV4NIfmU6rvsfQHJB4puJiIgIkoiIis2TNiNJ8nNczkaRLO/L5ZQaRLSr2fZGBEGARx5GmP4KKrWI+s7b0Xz+sZxuoVVR53DyyrK9rD1UwchuITxxeRpenloEd6771hpY9z6sfhvqyiBhMFz0vNy8pY1YHBZeXPci3+79lp5BPfnfBf8jxKP1DpFH47LZKHn9Dco/+ghtdDSRM2egT22fdZjCmU+rolYQBG/gS0AFmIFrJUmyCYIwA/hZkqQfGh73IZAKLJIkadqJtin8jXSwy9F1fSK567ON/LmnhKFd2ldc1VE6KnqOJdgjmCJzEYcEiYc9vLnh+p/kNo0/PwKLH8Pml8QaSwT7qkK4Nqw7t44dQ0TwaTDQDxNlf90HTLD4UQhIgk02eH0BRJ/XYiT5bMOkU/Pxrf14fME23vhtL9llZpA0IByff+sOdTYHD87bwuIdhYzpGc4LV3VF76aFVEfOq8aB1i3f3dIkiPuqaulzaz9+TezP0xfdzdhZq/FX3UeFZg4uofqoJ3eVFwBLBWSvgAN/wO6fYc/PYAyQxW3PG4+zoTsRPnqfpq50AIXmQpbmLGXBvgW8V7EDrajlwshhjAkeQXddHFTW4KyswFlejr2oCNvBbGwHDlC5cSNSXV3TfjXRURjS0tCnpqLv2g1Dj+7ndFS3TbTgMe3uOSWKAuKJnB5UNvCXB2Ul6uZ2dYFR7RhkHJ1+dtHXMPwr+faeX6C3fE3fkFPOvz7bQnmdjWfGpXNtn0j3BvBOO6x6E1a+CfWVkDBCzvGPbGMdRgP7Kvbx8PKHOVB1gDu63sHdPe5us82dde9eDj/yH6xZWfhcdy3B//mPkm5wjuPOGTIBeFWSpCWCIMwERgmCUAGEHCVorwJUkiQNEARhtiAIiUDXY7dJkrT3lL0ThdZp4cLb+IP89PKnW41QXZgSTIBJy5frD50eUdtal6xOoPH9NkvBuPkHXPuXs2P1Isr3rSeV9VygqYSST+DdxyC0O0QNgKj+ENkfTIEdPxBJAj8RMmfDxo/hDpNsfbPZDrMzZX/ZewVIvrjjr3UGoVWLvDy2G7EBHrz8y26CxWmUaJ9rLvzcoMpi59Y569l0qIInLk3htkGxJ/whbhzINN4+0TZ3aVG8ZGcjTJ3KRVOnMsjq4M1le5m1fBgezqE4hXKcVHPT7HX4GTWEeBsYmhxIRowfqpTLIOUyuPh/snvCxo9h7Sw56hXZDzJug7Qrm4oB3SHEI4QbUm9gQsoEdpXvYuG+hSw6sIifcxbjp/djeNRwRqWOolfQ4GYOE5Ik4Sgqwrp3L/U7dlC/YyeWzVuo/ulnAAStFkPPnnj074exXz8M6ekIWsXH84zmJNdQq8PJm7/tZeYf+4n0M/LtXQOPa219Qkr3wbd3QP5GSLoYBj8C4e2b6ZEkiQX7FvDC2hcwaozMGjGLgWEnb3N+3D5cLio+/YziV15BNJmImDEDz2FD23U8CmcXrYpaSZJmHPVnIFABvA/8JAjCFZIkfQcMARqGfPwKDAJ6trBNEbVnGG2JUGnVIlf3iuDDFQcprqknyLMT5/COFrBz5sgX35N02Oq012jg6JziMrONf/9hYMW+IQxKGMuLV3cFdTXkb7yE8WQAACAASURBVIa8dXBozZHpNYCQbpB6OaRcDoHJzV/T5YKKg1C4FRw2WYyo9VwoqXAA3VBxPiqYngz3muDHByAwBRZZ4K9c+K+3LGjPRRo+DwH4V3Q0Md+v5q7PrYRYp1OifQG7eMCt3ZTWWrnpw3XsLa7h7fG9uKRr6EkfX/hw4XF55IUPF7Y7T7s1QeyhU/N/F6cwZc0oPJzDUUk+qCQvqupsHCytpbCqgFnL9+PvoWVEajAXpYcwMN4fXeIISBwBtSWw9UvYMAcWTJK74/W6CTJukZs/uIkgCKT6p5Lqn8pDGQ+xIm8Fi7MX88OBH/hqz1cEGgK5OPZibki5gVBTKIIgoAkJQRMSgun885v246iowLJpM3Vr12Jet46SN94EQPTywnv0aLyvvgpD2jl6zp4uTnKtapEOui7sCIrlobdXklVYw7jeETx5WSpeejfyuiVJPi9/eVy+to2bKw+62onZbuaZ1c/w08Gf6BfajxfPf7HNraXtxcUUPP5fzCtWYBo8mNDnpqEO+PvaUyucXtyO5QuCMADwBZKAncD/gHsFQYgCPIDGuZFyZJv0lrYdu89JwCSAqCj3L84Kfx/X9Ink3T8P8M2Gw9w15OSV9W3CTQHblojacZ6qbrzGtrwq7vwkkzKz7ZjcWSMkj5IXkN0HCrbI08W7f5adCJZNg4Bk6HIpOG2yCC7cCtbjo45LOeLzmCsIcoHQC3Php62yML5HlFMMTuAXe05wzOdxabdQir55nEDr44RaX6VS/TkOp6tZk4ZjKaiyMOGDteRXWnj/pgyGJLs3g9BSYWSMT8xx29wpojyhII5pvj+7eIhKcXbT39/dMwWA2g/n8kefESzeXsgPW/L5cn0uOo2Lsb1iuCYjkm4RAQgD74X+/4KDy2H9B7DydXmJvxDiBkP0QAjpDir3Luk6lY4Loy/kwugLqbPX8WfenyzOXsznuz7n812fc0ncJdyafmuL7hlqX188hw1tinw5KiqoW7+eml+XUDl/PhWff44uJQWfq67Ca/SlqH19j9vHOcHRQrKzv6dtHdC3IHrdOXftThcz/9jPmze9hq/Zxoc3Z3BhipszFbUl8P29cppM3FC4cgZ4Hd8e3F12le3i4eUPk1ebx7097+W29Nva3CCmeskSCp98Cld9PSFTnsLnuuuUYrB/GG5dAQVB8APeAq4GHgHekySpUBCET4HngFygsRrDBIhAbQvbmiFJ0nvAeyC7H7T/bSh0Nie6IMYHmugb48e89YeYPDjutF8wGtMFjhUR9XYnOwuq2ZFfzc78KnbkV7O7sIbUMC+euDSF3tHHWyYdy/wNeTy+YBuBJh3zJw+ka8RJpt7UOjlXLLIvnP8gVOdD1iI5ZWDl66DSQnA6dB0HYT3klAWtCRz1siB2WMFp5avCTVwz8AF5n2M/OD5vsvHHqrP9L89QbOJuCvT/ws9+N76Omxj37mpevaZls/fsUjMTPlhLtcXOx7f2o29s65/xyWjpfG+xiNLdz8Kdx8TEYMrJYTQwOjqa+r37WbW/lGm//ML8DWo+W3uIpGAT12REcmXPcALih0L8UNmXOPMjuchs3xJ5X1pTwznZH0K7yeefd0SrosioMTIqdhSjYkdRaC5k7o65fLP3G77f/z1DI4dye9fb6RbY7YTPV/v64jVyJF4jR+KseoKqRYuomv8NRc89R9ELL2Do2hWP887DY9B5GLp1O2s8dE9KYyR16lT5O9oZqVGtiORgQxKW6m6opQAMGh3PLdqJWiWiEQVSnT4Mc7jQqo/8zJ6sALjW6uC7YRP4eNJMdgfGcHneJp6e+ji+Hm6mj+z6QZ5Vqq+GUS9C3ztlq8R24HA5mLNjDu9sfgc/vR8fjvyQjBC3Ct2bcJnNFD7/PFXffIs+NZWwV15GFxfXruNROLtxp1BMC3wN/J8kSTmCIOwDGs+WDCAH2IScXrAG6A7sBvJa2KZwlnCyC+K1fSJ56OstrD1YTv+jrJLcpSP5i8ficklEPj8WsfZqVMgi1NugIS3Mi+v6RPLz9kKunrma0d1CecwrkIgW9mF3upj2407mrs5hYLw/b13fE39TGwtgvMKg7x3yYq0Btd4tW6Zr4oYc+eNk0Z6zUNC2u4GCUEup9n/UOdawv/hxLnnjLx4amUSgp46i6nqKqq0UVdezen8ZEvDFpP7u5/51lEYxc8stzfK8W4ryHkuL5/0xETm9RsWwLsH8WXiAB/tfz49bCvgqM5dpi3bx8i+7ue/CRCZdEIfGOwIufFJeqgvg0GrIWSUvf7wAjWZTeh+5EC20uzwbED3wpPZvIR4hPNr3USZ1m8QXWV/w2a7P+D33d/qE9OH29NsZEDbgpANZlbc3fuPH4zd+PPW7dlGzZCnmlSspnTWL0hkzEE0mjH36YOjRA0P37hi6piN6tKM71d9N4+fWmYP6o4Vxw23XR3NYNWg0n326AVPla+hdEjqNHS0GPl1zCEe9FbtKDSTi9/BXXHlhN67pE3HCzo87XQY+W7CNhZsOY+5zPSmhXsws3cjFX0x17xjryuHnR2HbV3La1U3fQ3D7nQQOVB3giRVPsK10GyOjR/JE/yfw1bsf2bcXFFD13fdUfDUPR0Eh/pMmEXjPv5Tc7n8w7gyZb0NOHfivIAj/BT4CRguCcB2gAcYCNcBfgiCEARcD/ZGvqsduUzgHuKRrKFN/2MGX6w61S9SeKNraVnYVVPPkwu1oam+lXtxJmfptbMI+Dj5V1PTD+59RXXh3+X7e/fMAv97xLrcvzqJ3tC95vUaTt2gneRUWsgprOFhq5vZBsTx2cZeTTne7ha6d1keNP2puevWe6bQ0MGqL0K1T/8mv9//CI/O3MK3BTg3AoFER4q0nLdybp0ankBB0Gq2mTjAt7M57aqtNmJdew/h+UYzvF8Weohpe/XUPL/+ymx+25PP8VV3pFdXw4+8VCulXyQuAtRaKd8qpL4XboHD7kRxwUSNHc+OGQMJwCOvZojDz1ftyd4+7mZg2kfl75jN351zuXHonKX4p3Nb1NoZHDW91alifkoI+JYXA++7FWVWFec1azCtWUJeZSe3vv8sPEkV0iYmywO3eHUOP7mhjYxHaGfU7K2khfza3vI4ftubzVWk02R+uxdeo4bZBsVzfN4o/8r5mYo8rm57rPJTLn7E9md/vCj5Z48XslQfpGu6NWYrljkOZ1NY7MNscVNbZOWRLR7chj9HdwpjQP4qekT4Ic/e7d5y7F8MP98k2XUMel2eo3PRTPhaX5OLTnZ/y5qY30av1vHzBy4yKHeXecy0Wapb+RtWCBZhXrwZJwpiRQfhLL2Hs06ddx6Nw7uBOodhMYOYxm+ce+zhBEIYAI4D/SZJUdaJtCmc/Bq2KK3uEMy8zl6fr7Hgb23dhay819XbW7Yrkk19X4G3QUKp5HbPqN9lNH5pFkjx0ah4cmcx1faP4341PMqPR83PEZHSrcwj3NRDha+ChkUmM7tb+fLBO5ZhczHOJtnYKC/HW8/Gz17LNqsForyfI1wPPPbtOS9pLW5xBTjVJwZ7MurE3v+4oZMr3O7h65ipu6BfNI6OSjy/o0ZmOpMY0YrfIBY4Hfpctw35/Hn5/DoJSodfN0O2aFruaGTVGbkq7ieu6XMeiA4uYvX02Dy9/mFjvWB7r+5jbVekqb2+8LhqJ10Wyr7KzshLLtm1YNm/BsmUL1YsXU/mVXFcsenlh6NYNfXoauoREdAnxaGNjzy37sKNTDRoGSgVVFhYNv54f31nJ5txKAPrE+HL/8CRGpYc02dNNDJh4ZD/Z2aiAoVOnMnTqk1SYbXy3+TDfbjpMcbkJrasOT70aPw8tkX5Gbq7O4urHb8PHeFQks7VZoOoC+O1p2PIFBKXBhK/lyH87ya3O5YmVT7CxeCNDIoYwZeCUVovB7Pn51P75F7V//YV59Wqkujo04eEE3H033ldegTby+K6ECv9MOi25SZKkCo64HZxwm8K5wbV9IvlkTQ4LNx/m5oExp+U195fU8vnaQ8zfkEeVJZjx/SL5z0XJ+L58kgYEDT8eYT4GXv9xOv/6YAq1VgcRKXEE1JafmUUEZ2GqQWt0pGmGkJNDt6Ojo6fpM2vRGaSzC4LauL+RaSEMTAjglV92M3d1Nkt3FTH31r4kBbcSrdYY5Fzc+AZbI3OZ3JVu41zZB3nJU5B6BfS8AWIGwTFRWK1Ky5jEMVwefzm/HfqNNza+wZ1L7mRk9Ege6fNImw3xVT4+mM4/v8lVQXK5sGVnN4lcy+bNlL3/ATid8hNEEW1kJNqYGNRhoWhCw9CEhqAJDUUTFoY6JOTsiu5mZ1NSY2VDTjnrh91O5tsr2JJXBRfeQZrTxaOjujC6W2ibOxb6emiZeF4sE8+LbXkmbOr3YHRzat5aK/vOrnpL9qA9/yEY/Gib7OSORpIkvtr9FdM3TEclqJh23jQuj7+8xWuwo6wMy6ZN1GVuwLxyBda9+wDQhIXhfflleF18CcY+GWfXZ65wWjgHMvYVWqIz81YbOXrqOD3cm67h3sxZlc2EflHtmrJ3Jw/R5nDxy45CPrvuedZMX45GJTAyLQTBYynPXzG69Rc5poAjsfHHv67ytIkjhc5vmnE6aPE7lJ3duUV72dnHpZu0FiE26dRMvTyNK3uGM+njTK55dzVzb+lL90gf91/Xw1+2BMu4BQq2yuJ269dyrqQxALpcAilXQOwFzTqaqUQVI2NGMjhyMB9t/4gPtn3AX4f/4u7udzMhdQIasX2zNoIooouLQxcXh89VYwC5E5QtOxvbvn1Y9+3Hun8/tpwcLJs346xqPvEnaLVoIiNl4RsdhTY+HkP37ugSEhBUbaugb4n25ocfS0GVhff/PMgya1eyn1sKgLbXpfRYvZKHDm7i0poDxG1b16HXaHEA2RaLMKcDNn8qR/NriyBtDFz4FPi1v/CqoLaAp1Y9xZqCNQwIHcAz5z3TbCBkLyrCvGIldZmZWDZuxNZwrIJGgyGjN0FXXY3pgvPRxp3+4mSFswtF1J6jdMR380QcO3V8z7AE7vxkA99szOPaPm23ZGv2I9FCxGpZXAZPvvIHhystRHgH8Z9RyYzrHUmgp445m7e2810onGo6pZXxGcAJv0OnOJLu7gCgR6QP8ycPZMKHaxj//hrevzmDgfHt8OMM7QaXTocRz8LeX+UI7vZv5cYPOm/Zxq7bNRA7pMkyTKfSMbn7ZC6Nu5SX1r3E9A3T+WbvN9yafiuXxl2KVtXxQh1Rq0WflIQ+Kem4+1x1ddgLC7HnF2DPy8OWewj7oUPYDuViXrsWyWIBQDAaMaSlYejeDV1yFzShIahDQtEEBbapmKitaTPHonIF8sTCbXy1cj8uBIYc2ML42sP0fu8V0sO90KmvbBjcfNmh14EODCAdVtj2Nax8A0r3yM0+rv203R3BQHY2WLhvIdMzp+OUnDzZ/0nGJY0DhwPz2nWY//qT2r9WYN0t15GrfHww9OqFz7ixGHr1Rp+ehqgUfSm0AUXUKrSbkanBdI/04Y2le7miR7jbLUlb5CjrqqKrruPpzzbw07ipJGpVfDSxD4NTQhBnHeld3hlRE4WO01I082yMyp7pHD1QODp6G+VvZP7kgdz44VomfrSed8b3YkRqO2dmtEbZOD/tSrDXy564O7+HrB9g6zzwCIKuYxts6uQCs0jPSN6+8G1+P/Q772x+h6dWPcXbm97mhtQbGJs0Fk/tqSniE43GpsjusUiShD03V05j2LIVy5YtlM39GOxHtV8WBFQB/mgjo9AlJaJPTkaXlIQuKQmVZ+ccc7AxmLJaDV6OKzA5RzBvfS7jti7lri/+R6TfFfIgPvrDTnmtVjlZEWp9ldxAYc1MqCmQreCu+VhuJtPOqKjFYWHhvoXM3TGXw7WH6R3cm6cT7sNr4z4Ov30f5lWrcZnNoFZj7N2boIcfwuP8C9AlJSqRWIUOoYhahXYjCAL/uSiZCR+s5fO1h7h1UGyH9ud0SXyWPISXpy/H6nTxyPK53PHXlw3ei4qN8ZlIS1FYt9vQngWNJdxJkels2jpQCPbSM2/SACZ+tI7Jn27glXHdGNOzJfO6NqDRQ9JF8uJ4VY7gbp0nN35YM0O2cxrzbpOd09CooQyJHMLq/NXM3j6bVze8yntb32NM4hhGx40mxS/ltIkVQRDQRkWhjYrC+7LLAHBZrdhzc7EXFuEoLMBeUIi9sABbTg7Vi36i8st5R956RAT69HQMXdPRp3dF34buaLVWB6v3l7F8TzGJ0uforRZEwcUNA2KZPDiesB53g/878oNP0TnvdupZ6T7Y8JEckbdWy5ZvV7wD8cPaLWarrFV8mfUlX237DI/D5QyzRDLMdgG+83Op2zuBOkAdGorXpZdiuuB8jP0HoDKdhZZuCmcsiqj9J9EBEdEYKTp2Ovm8hAAGxvvzzu/7uLZPJB66tp9SFWYbCzcf5st1uewuqmFQQgDTrkwn5rlLQN2JdYZngYg6F2jJsq1FG7ezwMLstMwIHON20Z7UIV8PLZ/d0Z875mby4FdbMOk07Y/YHotaBymXyYulAnYsgN9fgPeGwEXPQZ/bQRAQBIGB4QMZGD6QHaU7+GjHR3yx6ws+2fkJMV4xXBx7MRfHXkysdwcGv+3MZxZ1OnQJCegSEo67T5IkHIWF1O/ejXX3Hup//on6bduoWbwYABcSGV42XvR7j5xQDa/++zt0gtCsm1CdzcETC7fzw5Z87E4JD62KgQkB3HlBPBXScu4dIIvr09FM5eTpPg7YMk/Ooc5ZCaJajsied58cfW8Hrro6qrZtYvVvn1C8YRVxhXbeLAdRAshG0BWg7tkTnyuvlPNiExKUaKzCKUMRtf8kWihKcZfGkX9L08kPX5TMVTNW8dHKg9wzLLHZfU5B5KO/DrC/pJbIfmOJ3JJPlJ+RCF8D2w5X8XVmHkt2FmFzuuga7s0b1/Xg8u5hp+aidxaIKIV/IJ0kbkw6NbMn9uG691Zz3xeb+HrygM5vSmHwhYxboctlsPAu+Olh2L8MLn9bLj5rIC0gjVcGv0JlfSVLDi3h54M/M2vLLGZumUmSbxLnh5/PoPBBdA/q3rbiss7o3NVIQ/GUAGiio9FkZ+M5cWJTQZUjOpr6Tz7hkTfHkF6uZ2ChB1dkq8lefT0kJqEZPgJVdAz2G25mY7mDKKeaF+MjiE6LJ6FrEsaoANRhoYjam45/7ZY+81Np5VeRA2tngfgRLLCAbyxcOAV6TABP9wc/ks1G/Z691G/fJluybd2Gdf8+BJdELBDgp8czrScBXXs3pHMko42O6pRiPQUFd1BE7T+clqaq2urP2SvKl+Epwbz75wFu6B/d5IFYbrbx73FT+WvRLrwNGqqGTIQvNjV7rq9Rw4T+UYzrHUlqWMtdcNrFyap9z2Ef2DOJ9kzdnwrXjn8SBq2K92/OYMw7q7h1znoW/us8wnwMrT+xrZgCYfxXslBaOgVmnSenI8QNbvYwH70P45LGMS5pHEXmIn7J/oVlucuYs2MOH27/EJPGxICwAWQEZxDlFUWkZyRhHmFo2mnq3yZO0EijETVgOv98Zi0ra9oWVKdm34ifsUyejH3nDsp9g9ifU4qftY50lR3V8g2wzEnB0fsJDEQTHo4mLExeh4cjehiR7A4ku11eHHakeiuuV1/DZbHgstQh1Vlw1dU1/G1BstThqrMguVyySFSJCKIKQa2C4mKkzEw5S0uSjiyOeiRLpWzPBYgeYYiB4agCI1EVlKBaMRvBYEBQaxA0GgS1GkGjRnI45WOor8dlqcdVV4d1/z6su7KQbDYAXN4m9oZIbB0AzpR4rhj9EH27DD1FH5aCgnsoovYfTuHDhcfZ1bSn0OehkUlc8uZfvPvnAR4d1YUtuZXc/dlGSqK68uLPb3Ld1l8xxyeRu2I9h8rqyK2wEOatZ1hKEDr1KRjFn+wH6xz0gT0TaWnqvjWh2+IASkkbaRNBnnpmT+zD2JmysJ1/10BM7UgLahVRhAF3y76282+Fj6+AoY/D+Q/L9x1DsEcwN6XdxE1pN1Fjq2FNwRpWHF7BirwVLMlZcmS3gkiIMYRQUyj+en/8Df5H1sZ8/Eu2Nm3Tq/Wd+55amc0qNjrwHD4cz337mPf6lzxR4kWkr5H3b84gPtCE5HDgKC7Gfvgw9vx8bIcPN922bN9O9ZIlzQvWjkWtRjQY5MVoRDAaEA1GVF5eiMHBiEaD7CHsciI5nEguJzicYKmHuPgj3xNzMULZXjAXg6cGYuIgIBGXU8BVVY09P5/6rCxcVVW4rNYjfsDHIGi1CAYDol6PNjIS3xsmcCBUZI5rJaukvUR5RXN/7/sZHjVcSSlQOCNQRK2CW3mDjRG0E0XPUkK9uLx7GB+tPIiXXsNrS/YQ5KXjm38PpevLcktHD6ALnLAvucK5T4vnWmuR839g2khHC9SSQzx5Z0Ivbpmznns+38gHN2V0vP3ziQjtBncuhx8fkLuU5a6Dq95rsUNZI55aT0ZEj2BE9AgkSaLEUkJeTR65Nbnk1crrgtoC9lTsoSy/jBp7jfzEYOCn1U37MWlMBBoDCfUIJcwURphHGKGmUIKNwfjqfPHV++Kj82m1pW8zWjkfy2qtvPzLbr4s9OT8RH/evr5XU1dFQa2WI7JhLXcnlJxOHCUluCwWBI1Wjo5q5QipqNO1yWasGVOnwqP3w+bP5GK+8gOQEgr9HpC9iPUnT0ORXC4khwMaIseoNYh6HYJalgguycWyQ8t4d+u7ZJVnEWGK4JluzzI6fnS7vYkVFE4Fiqg9h+nMym13ilceGJ7Eoq0FvLQ4i8FJgbxxXY/m7RgVFFpCiZwfR2cUqF2QFMizV6Tz+IJtTP1hB89ekX7qomlaDzn9ILIfLH4M3r0Axs2FiN6tPlUQBIKMQQQZg+gV3KvFx1idVsot5ZS9+QJlN15NWX0ZZZYyyurLKK4rJr82n11lu6iwVhy/fwS8dF54a70xqA0YNUZ5fU8kQWtfID0gnW7BWqIkSf7/HHM+NqXESBrCxPEMefkP6uxOJg+O5+GRSW0aLAgqFZqQtnVfa5XCbWBaC6+mgL1O/gyGPC53iFO7d/0VRFEW1MeI6iprFT8e+JGvd3/N/qr9RHlGMe28aVwSd4kiZhXOSBRRew5zur1cYwI8mHp5Ghabk9sGxSKKynSUgsLfyfh+UeSUm3l3+QHUosiUy1JPnbAVBOhzm1xF/9XNMPsiGPEM9L0DOpgjq1PpCDWFEmrzg8jBJ3xcnb2OQnMhxZZiKuor5MUqr7cUbSHEFILFYaHWVktxiI6V+xbwedbn8FIS3vPOJz0gnV5Bvegf2p80/zRUooqChwr4zw9fsCYrhNxyC327+PF/l6SQEGTq0HvqEJYK2DYfNn0KBZtBrZf9g/veAaHdO7RrSZLILMrkm73fsCR7CTaXjTT/NJ4f9DwXx16MWlRkg8KZi3J2KnQqN/RXch4VThFKgd9xuNO+9bFRXbA7JGavPIjN6WLaFemndsAZ3ktOR1gwGX75P1j3Lgx+TO5K1pY0gHZg1BiJ6zGMuMYi0ejopvSV42aaRgs4nHb2V+5n21UD2Pb8VWwt2cpbm97irU1v4anxIkiTRllJNIeLQkjwdfLpbf0YlNiOrm2dgSTBwT9lX9ldP4DTCiFd4eL/yYL2JOkerWF32dlYtJE/cv/gj9w/yKvNw6QxMSZxDGOTxtLFr0snvhEFhVOHImoVOp9T6MGo8A9GOaeOw532rYIg8OToFPQakRl/7MfmcPHS1d1QnUpha/SD8fPkpg3LpsHCybDiVRjyGKSOabGQrL0cJ+xbKBI9kaOLWlST7JdM8vIKxg58GrPVwTebs5i3/Xf2V26kymMnosdqPOKgAHhyUwCR+yKJ9IzES+uFU3LidDnlteREK2rx0nnhpZUXb503OpUOQRAQEUGQ0yFEQURA9vY9ei0KYsNhy4/30HoQoPLAM+snhHXvQfFO0PtA74nQc0K7o7J19joOVB1gT8UeVuWvYuXhldTaa9GKWvqG9mVy98mMjBmJQX0KnDMUFE4hiqhV6DyOttGaOrVzPSUVFP7BdNTqTBAEHrkoGZ1axWtL92BzuJh+TXc0p6p4TH5RuSNZwgjI+hF+f152SfB9Vt4ePwyizwNdx6bx3RH2rTm67AqM4bOF21i4KZ9aq4Mov3Qm9byIK7qHIuhK2FO+h9ya3KZlbcFaau21qAQValGNKIiIgojdaafaVo1TatlNoL1oXRIBBpGAtP7oPcNAKIOtb8LWhvtVWkwaEyatSV5rTIiCiMPlwO6y45Ac2J128mvz2Vu5l7yaPKSGLo0BhgBGxoxkcMRg+of2x6gxduqxKyicThRRq3Ac7f4BbcX3UUFBoX20ZL3XVgRB4N/DE9GqRV5anIXd6eKt63ueOleERkQRUi+HLpfC9m9h65ewYW5DMwANRPWHhAsh+RIISDpt1456tZZFG/L4bG0OG299G11mHqO7hXF930h6R/selXvsSZx3nNv7lSSJOkcd1dZqqm3VWJ1WJCQkSWpauyRXk6hsvO2SXOB0IB3egGvvEqSCTdSKAiWhXSkLSaNUq6PEUorNaQPJ1ew1zXYzuTW51NpqqbXXYnVam+4TBRG1oEYtqgn2CCbFL4XL4i8jySeJRN9EIjwjmiLECgpnO4LUKEL+ZjIyMqTMzMy/+zDOfdy0RWrJ6eDobY3TecCR6TxBaC5qO3puubk/4enmP4LSFKnzj0VB4Qyjxe+gm3y44iDP/riTq3tF8PLYbqe/qNNeD4dWy93I9i+Dou3ydt9YSL5YXqIGNC8wO3omqCFX1t3rULNrhAQ/j83nmRmLyfcKIi7QgwlfvsbVy7/++9xayvbLdlybPoPaQjCFyOkFvW4G37bXKdiddly4UAvqttmZKSicgQiCsEGSpAx3HqtEahXaRXsaNLQZN033lS5UCv9EOvIdvG1QLLX1Dl5b92KSXwAAIABJREFUugdfo4b/Xppyes3zNXqIHyovPAtVh2HPYtj9s+yzumYGqLTgFw8BCeCfCN75cHgTBKeDWha7bf0fqF2h+NnvZPKnG+lSb+alB/oyKCEA4eGhcLoFbdl+2LEAdi6UbbkEERJHykI2cSSo2v/zfFo6sikonIEoolbhzMVN0/3GCFWz6LLShUpB4aTcd2ECFXU2PlhxED+TlruHJPx9B+MdLtuB9blNbum6fxnkrYeyfVC8C7J+gjEGeG8waIxwkxF+e4ZLJTVrcVIqHDUT08J3X5C0eDnG4u0Yi4SDJ0encvMFl6Oefc/pe4/V+ZC/CQ5vgD2/HIlOR/SFkc9B2hj5/6CgoNBuFFH7T8NNW6TObNzwt/AP7EKl8M+iM4rHnhqdSkWdjf8t3o2vUcv1faM6+zDd42jHFJ1JzsFNvfzI/U479IoDZyFEWiHeCCte50fkoqZ8ycUWXLBkCvzwCnyzCqa+CsC+4loi7G8hOsMxq/5A5fUDtw3KgqjIUzfwdVhlAZuzEvIy4fBGOa0AQFBBRAZc9IL8Hr0jOve1FRT+wSii9p+Gm7ZIp7txg4KCQttwp8tfa4iiwCvjulNlsfPfBdvwNmi4pGto5x2kOzTmyt5ySzNf2WaoNLAlt/k2Wx1jXosm1lJNd0QyRB2sfgdcdvn+OXvYEnApt60LJVAfy8UZxUy7+GXgZfn+7OzOG/Q6bJC7FrL/gpxVcpTZUS/f558IcYMhrJfs4RucDlrFYUBB4VSgiFqFMx/FdF9B4ZShUYnMnNCbGz5cy7+/3IReIzKsy5HIb0ddF1rlJL6ycJIiOK2RBY+WMGfzHG5uPD6HDUqycO5eTNXquXTPfoy/VAak5MsxRl0MOavBIxA8AkDv3bFrS+Uh2LcU9i6Fg8vBVivnxYZ0g4zbIHqgXOzm4d/+11BQUGgTiqhVOPNxM7p81qdMKCh0Ai2K0FYaohi0KmZP7MMNH6xl8icbef/mDAYnBTaJy1u+u6XNDgtu00IObFsKwJq9V7WWElMy9+w2s7Yqlf+mV3GraRWqnd/BznnNnyhqZIE768MGodsgdhtvm4KO/G2tlXNgi3dC0U4o2gFVh+T9eEfJ3dIShkPM+aD36uh/REFBoZ0oolbhnEFJmVD4p9OiCHVneh/wNmj45La+jH9/LZM+zuTDm/ucHpeTFtIA2psvnFtex/gP1lBSY+W1a3swpmcEMAEueRnK94O5BMylDeuSI3/XFkPpXjAXH0kbaAlRLacTRPaB/pPlxhIBiYovt4LCGYIiahUUFBTOEVoUoW1oiuJj1PLp7f0Y//4abv94PTqhK1bVtlN1uCekPfnCB0vNTHh/DWabky8nDaBHpM+RO7VGCOna+k4kCWzmY8RvMagNEJwmC1i1ru1vSEFB4bSgiFqFcxslH1dBoU34ecjC9vr31lBXPIVi7RSsqh2n/Tjakk60t6iG8R+sxemS+OKO/qSGtTMFQBBk9wWdCfxi27cPBQWFvw2lN56C25yVOatu5uMqKCgcIcCk47M7+uEUSgi2TcPbPh5BOr3NCdxNJ9qRX8W1761BAOZN6oCgVVBQOOtRRK2C2yg5qwoKZxbHDjSPzj/taHe9IE89hbrHqFOtxMcxnlDrDJZldTCvNiZGjoYKQvNZlHbMqEiSxIq9pVz/3hr0apF5dw4gMdizY8enoKBwVqOIWgUFBYWzlGMHmoUPFzJl8BSkKVLrTgVz5hy/aXPzbS6hilLtKxRpHwfs3Donkzs+ziSvoq59B9yY3/v/7N13eFVF+sDx79wWUiAhEAiE3qsEiAqhBVAEFJQuqwgqUmTF9WcBRZcirrqyusIqUhSxoyh2QVroLbQEUQgltJBQEkjPbfP74yaXBEIIIRXez/Pc5547Z86c99wkN28mc2a0dm1nu47/qNgdTn7aG8sD723i4Q+34edlYcnYjtSv6l24mIQQNw0ZUyuEELeiPGZBiLlwZRlAhjGSWMNTvB/2F7NXR3PPO+t5a0ibEl2oISXTzlfbj7NoUwynLqRTv6o3rz7QikHtgvCyyK8yIUQBklqllC/wFWAEUoFhwCHgSFaVp7TWUUqp6UBfYLvWekLWsVeUCSGEKEF5zANbKMrO+LCG9GtTg6e+3M2Tn+9idOf6TOrTDLOxeP/pt+7gWSZ/G8npixncUc+fqf1acFfz6hgMMpWWEOKSgnwSPQS8rbXuBcQBk4EvtdZhWY8opVR7oDNwB3BGKXVXXmXFdA1CCCGuJiYGpk51/cs/u3d22jSYPt2V7F7nMrG1KnuxxDOaUaH1WLjxKH9bsJX4pHzmdr0ByRk2Jn8byciPtuNlMbJ0XEe+HteRXi0DJaEVQlzhmj21Wuv3c7wMAE4A9ymlugNRwFigG/Ct1lorpVYAfYCLeZStKuoLEEIIcZ2yE9kcCW32wg3T102/5uphlmMxTHt0FG3r+DH52yjunb2R2cODCW1YtchCXJ/VOxuXlMHYbg145q4mVDAbi6x9IcTNp8ADkZRSHYHKwEpgkdb6tFLqE1zDC7yBw1lVE4DqgD2PssvbHAOMAahTp04hL0EIIUS2PKfeK8DsAoVZPez+4CCa16jEuM928rcF2+jfpiaT+jQjyM+zgNFeFkNSBqv+jGfFH/GsP3iWhgHefDs+lLZ1KheqPSHEraVASa1Syh+YAwwC4rTWmVm7IoDGQAqQ/Snmg2tYQ15luWit5wPzAUJCQnThLkEIIUS2PKfeK8DsAoVdmrZJ9Yrsd44kw9SV7/cO4Ie9Mfy9e3PGhzXCxyP/XzFaaw7EJ7Nqfzwr98ez9+RFAOpW8eLpno0ZH9ZQemeFEAVWkBvFLMA3wIta62NKqa+VUq8B+4AHgH8BVmAorhvK2gAxwM48yoQQQpRBBV6atl4913Rc06e7bjyLiSE+7TiYPyPFuAI/+yO8t9bCkh0nebxzfZpU96GOvxe1/b2ogGtKru0xCazqMZqVb63lREI6AMG1/Xj+nqbc3aI6jav5oK6xpK8QQlyuID21jwPtgClKqSnAWuBTQAE/aq1XKaUMwOtKqXeB3lmPY3mUCSGEKKMKtGpg9lyzcGlWhSwOw1nOW/7DykenMPOXP3lz+V+59ld7cjGZM1dxMd2GpW1fOleryJNhjejZrBrVKlUooqsQQtyqCnKj2Fxg7mXF0y+r48ya3eBe4F2t9VGAvMqEEEKUTUW1amDbOpVZOq4j5z78hBO9+nMiIY3j59M4/p/3MHR/jO7NqtGlXX28relFcj4hhIAiXHxBa50OLL1Wmbg5FHb8nRDi1qCUIuDkUQLqVKZd9o1ed70Lv/7XtW0rnmnAhBC3LlmGRRTKNZfgFEKUe3n+8VpUizkIIUQRk6RWCCFEnvL84zUmxjW/7XUu2iCEEMWteNc2FEIIcfMpwLy3QghR0iSpFUIIcX0KMO+tEEKUNElqhRBCCCFEuSdJrRBCCCGEKPckqRVCCCGEEOWeJLVCCCFuSM65qt3b9eq5ltJVSm4sE0KUCElqhRDiVlSEiWbcc3FM7TYVPVXLHNZCiFIjSa0oOtmTsislk7ILUdYV9wwGMTEwdSpo7doWQohiJkmtKDoxMa5fYFOnyi8xIW4x9fzqlXYIQohbnCS1Qgghbtio4FFXFspYWiFECZKkVgghRPGQRRqEECVIklpR9KR3RgghhBAlzFTaAYibkPTOCCHykn0zafa2EEIUIempFUIIUTJkRgQhRDGSpFYIIUTJkeFJQohiIkmtEEKIkiPDk4QQxUSSWiGEEEIIUe5JUiuEEEIIIcq9MpfUxsfH06VLl6vuP3LkCD179iQ4OJhXX321BCMTQgghhBBlVZlKahMTExk5ciSpqalXrfO///2PGTNmsGfPHlasWMHZs2dLMEIhhBBCCFEWlamk1mg0smTJEipVqgS4em379OlDaGgor7/+OgBVqlQhMjKS+Ph4MjMz8fPzK82QhRBCCCFEGVCmktpKlSrh6+vrfv36668zbNgwNm/ezPfff8/58+fp3bs3W7duZfbs2fTo0QOTSdaPEEIIIYS41ZWppPZyBw4cYO7cuYSFhZGamkpsbCxvvPEGH3/8Ma+99hrp6emsXLmytMMUQgghhBClrEwntU2bNuWNN94gPDycyZMn4+/vz9GjRzlx4gQZGRns2rULlb3kohBCCCGEuGWV6aR28uTJzJo1i06dOrF8+XKqV6/O9OnTCQsLIyAggNq1a9OjR4/SDlMIIYQQQpQypbUu7RgACAkJ0REREaUdhhBCCCGEKCOUUju11iEFqVume2qFEEIIIYQoiDIzdUBMTAwhIQVKxIUQQgghxK2hXUErlpmktl69esjwAyGEEEIIkU0ptaugdQs1/EAp5auU+k0p9btSaplSynKVeh8qpbYopV4uzHmEEEIIIYQoiMKOqX0IeFtr3QuIA3pfXkEpNRAwaq07Ag2UUo0LH6YQQgghhBBXV6jhB1rr93O8DADO5FEtDPg6a/t3oDMQnbOCUmoMMAagTp06hQlFCCGEEEKIGxtTq5TqCFTWWm/NY7c3cCprO4E8BvpqrecD88E1pdfl+x0OBwkJCdhsthsJU9yEzGYz/v7+GI3G0g5FCCGEEGVAoZNapZQ/MAcYdJUqKYBn1rYPhRjqkJCQQIUKFahataqsHHYdZm2eRYo1BR+LD8+FPlfa4RQ5rTUpKSkkJCQQEBBQ2uEIIYQQogwo7I1iFuAb4EWt9bGrVNuJa8gBQBsg5nrPY7PZ8PHxkYT2OqVYU3I932yUUvj4+EgPvhBCCCHcCttT+ziu4QRTlFJTgLWAWWudc5aD74ENSqmaQB+gQ2FOJAmtyIt8XwghhBAip8LeKDYXmHuNOklKqTDgbuDfWuuLhTnXzSImJoZ69eoV+vijR49Sr149SeaEEEIIIfJQrMvkaq0TtdZfa63jivM8Zd2bb77Jrl0Fnjs4T3v27OHNN98sUF1rupUjO4+QdDbphs6Z7zmsVtatW0d0dPS1KwshhBBCFLNiTWrLu9TUVAYMGEC3bt0YMWIEWmtGjRrF0KFDAXjwwQcZNWoU4LqprWLFimRkZORqIyYmhhMnTjBw4MACn9dut1OnTh3CwsIICwsjKiqKAQMGcOrUKWJiYvI91maz8cXkLzi5/yRfvvQlf/zxh3vfm2++yZw5c9yvp06dyu23386ECRMAV6I6dOhQOnTowIABA9xjVoODg92xrFy5EoChQ4eyevVqRo0a5S576qmn6NmzJ6GhofnGOX78eDp16kT37t25cOECAAsWLKBt27YMHz5cxsoKIYQQ4rpJUpuPTz/9lI4dO7Ju3To8PDzcy/ju3bs31zPAypUrycjIYP369Ve0kZ005mXs2LHuhDEsLIwZM2YQGRnJ8OHDCQ8PJzw8nNatWwPw5JNP8umnn+Yb88GDBwl9MJSuI7rStm9bNm7cCMChQ4f46aefePLJJwHYuXMnGzduZPv27VSrVo1Vq1axfPly2rRpw9atW2nevDk//PAD58+fp1mzZu5Y7r77buLi4njggQeYMWMGL774ImvWrGHXrl1Uq1aN1atX8/TTTzN79uw844uMjMRut7Np0yaGDx/OwoULiY2N5b333mPr1q307t2bxYsX53uNQgghhBCXu6F5akvS9J/+YH9s0f47vUXNSkzt1/Kq+4OCgli8eDEDBgxg4cKF7nKLxcL58+cxm83usuXLlzNhwgSWL19Or1693OWHDx+mefPmAEybNg2bzcaGDRtISkpi+fLlzJs374rzvv/++/z888+sXbuW1q1bM2/ePEwmE82bN+fIkSP5XlPLli1pcrYJp6NP89eGv3jvH+8BruS5SZMmfPnllwwfPpx169YxaNAglFLcc889/Pbbb/Tq1Yv9+/eTkpLC/v37GTZsGNu2bWP79u2EhoZSrVo1Pv30UwIDAxk1ahQHDx5kwYIFvPjii7Rr14527VxTEZ89e5Zq1arlGZ+fnx+HDx8mJSWFyMhIevXqxdatW+nVqxceHh7cc889TJo0idGjR+d7nUIIIYQQOUlPbT769evHM888w8CBA5k4cSIOhwOANm3asGTJEtq0aeOuu2XLFl5++WVWr16db5uHDh1i/fr1DBw4kDVr1uRZ5/bbb2fVqlVs374dm83Gr7/+6t6n9RVrVOTp4OaDaK2pWLEiq1evJi0tjRkzZpCSksILL7xAamoqQUFBAPj7+xMfH0/Llq4Ef/bs2Xh7e9OgQQMaNGjAihUr2Lx5M7fddhuLFi1yn2PNmjWcOXMmVwKbmJjI/PnzGTNmTJ5xBQYGUrduXebMmUNcXBy33357nrEIIYQQQlyPctNTm1+PanGJjo6md+/eDBo0iIcffpjPPvsMgHbt2vHxxx8zfPhw9u7dS2RkJOfOnWPw4MHuMbS1a9cGwNPTk5SUFHx8fAB45JFHANeywFarlbFjx3LgwAH3OXv06MGkSZPw8PAAICQkxH0zVkpKCp6enhREt5HdqFi1Ih9++CFGo5GRI0dSq1YtRo4cSadOnRgxYgTp6enudp1OJ7Nnz2bSpEncdtttfPfdd7z++utMmzbN3SMdEhLiHj8LMG7cOBo3bsxbb73F3Llz0Vrz+OOPM3PmTPz9/fOM66uvvmLAgAH079+fXbt28eyzzzJkyBBOnTqVKxYhhBBCiOshPbX5WLhwIcuWLcNoNNKqVSv3TWDt2rVjx44d7n+3r1ixgpdeeonw8HAmTpzIihUr3G307duXb7/91v3a29s71znmzZvnHq8aHh7OP//5T0aMGMHevXtxOBx8//337h7hpUuX0rdv33xjXrJkCes+WQdARmoGfn5+NGrUyD1sISIigrp169K+fXv3eNu9e/dSr149EhMTiYqKAmDz5s0opZgyZQo//fST+/xt2rRhy5Yt7uEBFy5cwM/PD4CXXnqJ1q1b079//6vGl/McmzZtQimVZyxCCCGEENdFa10mHu3bt9eXO3Xq1BVlJenUqVM6LCxMd+vWTffv31+npqbqkSNH6qNHj+omTZroo0eP6pEjR+qePXvq3bt3a621XrNmjR40aJC7DafTqYcMGaLj4+P11KlT9dq1a7XWWi9atEgvWrQoz/NGRUXp1q1b61atWumXXnpJa631mTNn9JAhQ7TT6cw35szMTN28S3Nd57Y6umX3ljo9PV3b7XY9evRo3aVLFx0cHKwjIyO1w+HQoaGheuLEibpJkyb6yJEj+tChQ/r222/XXl5e+o477tAnT57UsbGx+o477tAtW7bUo0eP1larVWut9bhx43THjh31vffeq8+ePav379+vDQaD7tq1q+7WrZuePHmy1lrrAQMG5Irv3LlzukePHtrHx0e3aNFCR0ZGaq21HjRokB49erRu1aqV3rx5c4G/PkIIIYS4eQERuoC5pNIFHKNZ3EJCQnT27ALZYmNjqVmzZilFVHROnjzJ+vXr+dvf/lboNr744gu6dOniHtaQn2nh0y5th027ar309HR++eUX2rVrR4MGDQodW1FwOBz8/PPPNGzYkFatWhXomJvl+0MIIYQQeVNK7dRahxSkbrkZU1ue1apV64YSWuCGj8+Lp6cngwcPLvJ2C8NoNHL//feXdhhCCCGEKKdkTK0QQgghhCj3pKf2VjFrFqSkgI8PPPdcaUcjhBBCCFGkpKf2VpGSkvtZCCGEEOImIkltCYmJiSnyNq+1upgQQgghxK1CktoS8Oabb7Jr164ib3fu3LmsX7++QHVPJyez6sgRkjMzizwOIYQQQojSJkltPlJTUxkwYADdunVjxIgRaK0ZNWoUQ4cOBeDBBx9k1KhRACQkJFCxYkX3Ag3ZslcYGzhw4HWdOz4+ni5durhf22w2+vXrR6dOnfjoo48AeP3115k9e/Y1V+A6ePAgw5YuZdPx43T7+GOsVqt7X79+/dizZw8Ax48fJywsjB49ejBmzBi01pw6dYpatWoRFhZGWFgYZ8+eJTExkb59+xISEsLYsWMBV4KdXSc4OJixY8fmWZafJ5980r3QA8Djjz9Ox44dmTlz5nW9d0IIIYS49UhSm49PP/2Ujh07sm7dOjw8PMieR3fv3r25ngFWrlxJRkbGFT2nn376KRMmTLjqOcaOHetO/MLCwpgxYwaJiYmMHDmS1NRUd705c+bQvn17Nm3axNKlS0lOTsZkMtGzZ082bdqU73VERkay6P77mRoWRoPKlTl69CgAn3/+OQ0bNiQ4OBhwrW42d+5c1qxZw4kTJ4iKimLbtm1MmTLFveJZQEAAn376KQ899BAREREkJycTERHB+PHj3XW6dOnCE088kWfZ1WzYsIG4uDj69esHwHfffYfD4WDLli0cOXLEvVSwEEIIIUReys/sB79Nhrioom0zsDX0eeOqu4OCgli8eDEDBgxg4cKF7nKLxcL58+cxm83usuXLlzNhwgSWL19Or1693OWHDx+mefPmAEybNg2bzcaGDRtISkpi+fLlzJs374rzJiUlsWTJklzztoaHh/PGG65Yu3btSkREBN27d6dDhw5s2LAhV6/u5QYPHow9MpJfDh4kMSODRo0akZCQwLPPPsv48eNZu3Yt3bt357XXXnMfc/78eapWrcpnn33G6tWrWbBgAb179+Zf//oXVapUYd++fVy4cIETJ07kWhDi1KlTxMfHExISkm9ZTjabjSeeeIK+ffvyww8/cP/99xMeHu7uEe/VqxcbN26kcePGV71GIYQQQtzapKc2H/369eOZZ55h4MCBTJw4EYfDAUAbs5kljzxCmxxJ7ZYtW3j55ZdZvXp1vm0eOnSI9evXM3DgQNasWZNnnUqVKuHr65urLDU1laCgIAD8/f2Jj48HXAsopKenX/NaUqxWvt6/n7q+viileOeddxgyZAhjx47lk08+4ccff3TXXbJkCS1btqRmzZr06dOH8PBwduzYwZYtW4iMjKRz584cO3aM2bNn07x5c/z9/d3Hvvfee4wfPz7XufMqy+mTTz6hRYsWvPDCC2zfvp05c+Zc9XqFEEIIIfJS6J5apVR1YKnWOs8uQqVUELANOJRVNERrfbaw58uvR7W4REdH07t3bwYNGsTDDz/MZ599BkC7gAA+3rOH4a1asRfXv/fPnTvH4MGD3WNos3svPT09SUlJwcfHB4BHHnkEgDp16mC1Whk7diwHDhxwn7NHjx7885//vCIWHx8f0tPT8fX1zdXe0aNHC7R0rl+FCix+4AFGLFvGjh072L17N7NmzSIwMJChQ4eycuVK+vfvz5EjR5g1axarVq0CIDQ0FA8PDwDatm1LdHQ0v/zyCx988AGVKlXi7bffZtGiRYwZMwan08natWtz9fjmVXa53bt3M2bMGAIDA3n44YeZMmUKtWvXdifrKSkp1xw3LIQQQohbW6F6apVSlYHFgHc+1e4EXtNah2U9Cp/QlpKFCxeybNkyjEYjrVq1ct8E1q5GDXbExtKuRg0AVqxYwUsvvUR4eDgTJ05kxYoV7jb69u3Lt99+637t7Z37LZs3b5573Gl4eHieCS1A+/bt2bhxI+Aay1uvXj0Avv/++1zDHfIyfvx41h87BsCFjAz8/Pxo1KiRe0qwiIgI6tatS2JiIsOHD+ejjz5y9xTfc889nD59mrS0NH7//XdatWpFYmIiUVFROBwOtm3bhlIKcI2LvfPOO92vr1Z2ubxiudr1CiGEEELkpbA9tQ5gGPBDPnU6AD2VUk8Ay7XWLxXyXKXm6aef5qGHHmLRokX4+vry5ZdfsmXLFur5+dGkShXq+vnBhQusWLGCWbNmAa6e1vfee4/Ro0cDcN999zFs2DD69OlzQ7GMHDmSvn37smHDBvbv38+dd97Jxo0bCQgIoGrVqvke+8ILLzCiWzecBiPdGzehadOmvPDCC4wePZrXXnsNLy8vvvvuO2bOnMnx48d56qmnAJg+fTpTp06le/fuWCwWxo0bR9OmTXnxxRd59NFHOXbsGB07dmT48OGAK7nv2rVrrnNfXrZ//36++OKLXDMaPP744zz22GN89dVX2Gw2li5dSsWKFenSpQuxsbH89ttvbN269YbePyGEEELc3JTWuvAHKxWutQ67yr7uQASQBqwCntZaR15WZwwwBqBOnTrtj2X1JmaLjY2lZs2ahY6v2Eyblvf2VZw8eZL169fzt7/9rcCnmLV5FinWFHwsPjwX6lrWNjY2lo0bN3LPPffg6+vL22+/zVNPPZXrhjWAaeGXYpoW5tqOeXcevzXthN1gJLRpIG3r+GHIp/e0LEhMTGTlypV07dqVwMDAK/aX2e8PIYQQQhQJpdROrXXed5pfpjhnP9istc7MCmg30BjIldRqrecD8wFCQkIKn12XcbVq1bquhBYgxZqS6xmgZs2a7hkBAP7v//7vmu1orYk4lsimFmFUTbtIpYwUNkQbOXI2hV4tA/H1NOd7fFKGjb9OJ/NXXBJVfTzo0yow36EERaly5cq5rlcIIYQQ4mqKM6ldoZQaDlwEegFXzl0lipXCxK9RcUSfSabJuePcfWgbJoed/WOeYd2Bs3y+9RjdmgbQokYllFJorbE6nGTanJxITOPP08mcTEwDoLKXhYPxyTSq5kOT6hVL+cqEEEIIIXIrkqRWKdUDaKG1/l+O4unAWsAKfKC1PpDnwdegtS6xnsGbiUH74O3oyqEzyXRpXJV2G78g+11sWdOXWpW9+P2POFbuj2fTofPYHU6sjtwzDPh6munQoArNa1SiYgUTX20/QfiBs9Tx96KC2VjyF5XDjQybEUIIIcTN54aS2uzxtFrrNcCay/atBZrdSPtms9k9fZUkttfDgLejG4oKDGhbizpVvMCioIHR9Xz2AL5VGzO4fS0iT14kLikDD5MBD5MBi8mIh8mAv7eFGr4Vcr3vPZtX46vtx9l8+Bw9mlUvtavTWpOSknLFWGIhhBBC3LrK9Ipi/v7+JCQkkJycXDInXLKG+THWAAAgAElEQVQE0tPB0xOGDbt6PYvl0nZsbLGEYkm7dI7Y6zyHT2ojzE5NhmELpgx/YvfthtZergncbMCOn8DiDVWbElClAQGVLUBWL63W4LBCkuJ0qhku+2OiSUU7+6KPEWBIo4qPx41d5A0wm825Fn0QQgghxK3thmY/KEohISE6IiKidIPImcDl974UtF5gIMTHQ/XqEBd3faFMv3QOPbXgX6OTiWmEvvkbGYZdeFhe50SjgXBoJRy3w48ZkOCEfd/DlvfhxFawVISawZCeCKlnIe08OO2uxszeUKkGVKoJlYLA4oPNbmP53hNUMGp6NvXH0LwftHzguq5NCCGEEKIgysrsByJ7adcSXOJ12o/7UTgZYv6A1/GBY5ug95sQOh6yc+MW97sep3bCtnmQGAN+dSGoHXhVBe+q4HRA8mlIinU9jm4AWxpmo5m7PRRnUx1kHHDgtf978G8ANW4rsWsUQgghhLicJLVlxNYj54mOT6ZpYCWa17j67AI2hxODUhgNV44xXrk/nlN/bWepx+vcruyswsFd4zeDf33Q469sLKg9DJx/3bFWAGZ8EkFU9BE2VZyC8fvx8MRaMFmueawQQgghRHGQpLYYHfetzn87P8Qxv0Du3xLD/cFBV8wLuyMmgf9MXcTWGrnvqaup5mNVR3Cqi4xeHEF8UganL2ZwPjWTAB8PXujdjIFtgzBkJbdpKRc4++3z/OzxE+dxMIIMPsOG9q9fLNc2vX9L7nr7HAv8nmZc7BRY/xb0mFIs5xJCCCGEuBYZU5tTEY2pPZOcwZzVh/hy02FMTjt1L8RxIKAeHiYD97auwbDba2M2GXhn5UE2RJ8jICWBCVu+5q5D2zi4LYr9sUlMX7UIi26AQXvTMjCIwEoetLWc5I7MLVjPRHMm1UlFH2/aN6hOgK8PF3cuxdcax5nGD9Isej6JWSG6x+MW9Nquw4vfRfHT3lgi2yzDEPU1jF7lGsIghBBCCFEErmdMrSS1Od1gUnsx3cb89Yf5aGMMNoeTYTt/YeLmr6ieksC+kxf4asdxftgdS3Km60Ysf28L47s15OGeLfC0Z+ZqT01XKA0dMbKp4yT48ye4cAxQaL86pGdkkp6RgUlbqWBwcsgRyNqGz/P3kQ/nfZPZDSS1gbMCiU+Np7p3deKeu3TD269Rp3ny8118/1hLgn/qAxUqwZh1YK5wXe0LIYQQQuRFbhQrYRk2B4s3x/B++GEuptvo36Ym/3d3E+oF3Ouu0yrIl5lBrXmpb3N+jYojNdPO4Pa18PYwQXZCm01r+mgT/8aDVhhdN3M1CIMuz0LTviifALwAZ6adOWui+WjjUbwsJtYM6lYs1xefGp/rOVvHBlVQCtafsBHcfw58PgjCX4e7pxdLHEIIIYQQVyNJ7Q2wKwPfbD/Ou6uiiUvKIKxpAM/1akqrIN+rHuNlMTG4fa2rN3o6En5/mV/x4hBORpLO4heOQ4Ur2/TxMPFin+Y8fGdd7E5d4vPGVva20KqmLxsPnWNiz7ug3SOweTY0uw9q316isQghhBDi1iZJbSHtDGrG833+wZHvomhXx4//PhhMhwZVCt9gVQN0ssC8ruDpx0Qy+AArNgWL80hoc6rt71X48xZS9pCEIJ7E03ovqZl2vHu9BofXwg8TYNxGmQ1BCCGEECXGUNoBlEexFasyeuAr2IwmFjwSwrfjQwuc0AbOCkRNV9R6qzocXQ/LX4SnfGCCD7QyQ6eJMHEPc5QroS2rsocinHdswubQbI9JcI2p7TsLzh2Are+XcoRCCCGEuJVIUnudrHYnTz4wGZvRzMffTOXuFtVRqoDZp9Y0STnHR7oC+1LTYXE/2PEhnHfAL+nwbgrcPQM8/Yr3IopQpuFPLCYDm6LPuQqa9oam98K6N+HiydINTgghhBC3DElqr9Nrv+xnT81m/Pu3d2mYcKpgB1VSsO4tmN2W9XgzCDPLsMGwz2HSUfgiHSJskFL6M1Fk9yQHzgosUH2trNxerzIbD527VNjnDdcMC8snF1OUQgghhBC5SVJ7HX7Yc4rFW44xevsy+h7YlH9lraGeEYZ7wj98YO1M8K3FCNIJJJnHVAY0vw8s3iUTfB7ySmCvNtNBfjo1qspfccmcTc6axcGvDnR73jUNWfTKIo1ZCCGEECIvt25SGxjomrs1sGA9kgfjk5n8bRS316vMpHUfX72iPRN2fw4fdIaR3hBkhPVWeHovjPqZz5SN9MKOlb3OmK+lMAlsXjo3qgrA5sM5ems7PgVVm8Cvz4Et/YbaF0IIIYS4llt39oP4+NzPV+F0as6mZDLus514e5j439/aYR7vAAtQ2wh7voCUeEg543o+ugFSz0BAc/ghHaJs4AAq1yuemAMDXa+rV4e4uLyPK2Yta/ri62lm06Fz3B8c5Co0WVw3jX3SHzb+F7q/WCqxCSGEEOLWcOsmtVexqW4b5t8xgLPvbuBcSibnU604nBqDgs9Hd6C6jxnamqGHB/gY4PvxrgOtQLIDkszwz2XQoDv8vQQ6wguYnBcno0ER2rAKG6PPobW+dONcg27QajBsfAduGwpVGpZajEIIIYS4uUlSm0NkYCNGD3yFyhlJNPetQOsgXz7/Yy5J9lN4e52jo2kWzJ8E/T3huB2WpcOOaPCpBh4+lxpa3KP0LqKUdGpUld/2xRFzPo36VXOME77nNTi4An58Ch75EYzyLSeEEEKIoicZRpYTCWk8NmgqVdIusOyrZwn4VxSkJ7Jj3wIqGxVDM82wqA9UCoKlafCH3XWgf/3SDbyMyB5Xu/HQudxJbcVAuHcWLBsLq6a6klwhhBBCiCJWvm8UK6Ibpy6m2Xj04x3UtcTzu/V5Av6h4b+tYF4X1uDNt3jRDxOEvQh/j7iU0Aq3ulW8CPLzvDRfbU5tHoQ7xsCW/8G+b0s+OCGEEELc9Aqd1CqlqiulNuSz36yU+kkptUkp9di12ss4/Rdb3x9DxE/zOHEoCu10XjuIIhhPajWYeG7xKh5LnM1Snxl4BdhhXSb0nwPDPiOMVG4jhZokQ9hksJT8krTlgVKKzo2qsvnwORzOPObb7fUa1O4AP/wd4veXfIBCCCGEuKkVaviBUqoysBjIb5LVp4CdWutpSqlflVLfaK2Tr1bZqR20iV+G55klsBOS8OaoZ0ucbUdyW48HMZqKfqSENsFvj4Txn7hH8TFZUVszITwTMoB2jwCwTjmK/Lw3q06Nq7Ik4gRRpy4SXPuyVdFMFhi6GOZ1hSUPwRNry9XKaUIIIYQo2wqbKTqAYcAP+dQJA7KXlFoPhABrr1b5TzIwv3yRw3/t4vzBrejYXdQ9v4nAzRM4tWUGJxqPoOW9E6jo64/DbufIvi2ce7AdPrVs1PBMgGl1AdAoNIpMgyfJVW6jSrPOVG/RBaq1BIMRzh4g/c8VXBxXC/+AVO43bCfGvxOVhr8D05oV8u0QAKENqwCw6dC5K5NacI2vHfoJfHyva4ztg1+CoXyPgBFCCCFE2VCopFZrnQRcmropb95A9jqyCUD1yysopcYAYwDwBZPZQsPWHei04gHiU+Op6RXIj63+i9fu+XQ4OIvUA/8j0rM1dTL+pDEpNG4KR63VOXIuEN28BUo7OXQ+God2UE0r2p3ZTMDZ32ADWA2eOCwV8cw4gydwIiCI9WnBeEalcN/yX1xjc8UNqerjQYsalVj9ZzwTujfKu1KdDtD7DdeiDOvfgrBJJRukEEIIIW5KxTn7QQrgCVwEfLJe56K1ng/MB1A1lXsgZvYKV7HpcbTv+yj0fZTo3eu5uHY21ZP/INqvC6phd+o9Pon6Z6OpD6AjALhz+qXkNP6ZNJbu2MXJyHX4nt9DFVsSkeaBeLfsRY+/j2dI3M8okIS2CPUPrskbv/3F4bMpNAzwybvS7aPh1E4Ifx1qBkOTe0o2SCGEEELcdIozqd0JdAaWAm2ArTfSWOO2XaFtVwBqZxeeHZfvMdUqeTK4Zyfo2YnYC+nEXkinb20/TEYDDI6+kXDEVQxsG8RbKw7wTcRJJve5ynAOpeC+dyD+D/juCdf4WlmYQQghhBA3oEgGNCqleiil/n5Z8WJgulLqXaAFsK0ozlVYNf08Cann70poRbGpVqkC3ZsG8O2uk9gd+cxgYfaEYZ+BMsCSEWBNLbkghRBCCHHTuaEMT2sdlvW8Rmv9v8v2HQPuBjYBd2mtZRqBW8SQkNqcTc5k3cGz+VesXBcGfwRn/3StOKbzmApMCCGEEKIAirXbUmsdq7X+Wmt9sTjPI8qWHs2qUdXHwjcRJ69duWEP6PGKa1GGre8Xf3BCCCGEuCmVm//FB84KRE1XBM66/tXDbuRYcf3MRgMD2gax6s94zqdkXvuAzs9As/vg91cgZmPxByiEEEKIm065SWqzZ0TIfi6pY0XhDAmpjd2pWbb71LUrKwUPzIXK9eCX52QYghBCCCGuW7lJakX50qR6RdrU9uPriBPogiSpFSpBtxdc42ujVxZ/gEIIIYS4qUhSK4rN0JBaHIxPIfJkAYdUtxoElWrB5tnFG5gQQgghbjqS1Ipi069NTTxMBr6OOFGwA4xm6DAeYja4FmcQQgghhCggSWpFsalUwUzf1jX4cU8s6dYCzujWfiR4+MIm6a0VQgghRMFJUiuK1ZCQWiRn2lnxR1zBDvCoCLc/Bn/+CAlHizc4IYQQQtw0JKkVxapD/SrU9vcs+BAEgDvHgcEEW94rvsCEEEIIcVORpFYUK4NBMaR9bTYfPs+JhLSCHVQxEG4bCrs/g9TzxRugEEIIIW4KktSKYjeofS2Ugm92FmCFsWyhE8GeDjsWFF9gQgghhLhpSFIril2QnyedG1VlacQJHM4CLqwQ0BSa9IHt88FawB5eIYQQQtyyJKkVJWJoSG1iL2aw+fC5gh/UaSKknYc9nxdfYEIIIYS4KUhSK0rE3S2q4+tp5uuI6xiCUKcj1L4TNr4DtvTiC04IIYQQ5Z4ktaJEVDAbeSC4Jiv+iONCmrVgBykFPV6BpFOwY2HxBiiEEEKIck2SWlFihoTUxmp38uPe2IIfVL8LNOwJG/4DGQVcblcIIYQQtxxJakWJaRXkS4salfjmeoYgAPT8J6QnwuY5xROYEEIIIco9SWpFiRoaUouoUxfZH5tU8INqBkPLga7FGFLOFF9wQgghhCi3JKkVJer+4CAsRgPf7LyOFcYAerwM9kxY/1bxBCaEEEKIck2SWlGiKntbuLtldb7ffYpMu6PgB1ZpCO0egYhFkHC0+AIUQgghRLlU6KRWKfWhUmqLUurlq+w3KaWOK6XCsx6tCx+muJkMDalNYpqN1X9e51CCbpPAYITw14snMCGEEEKUW4VKapVSAwGj1roj0EAp1TiParcBX2qtw7IeUTcSqLh5dG5UlRq+Ffgm4jqHIFSqAXeOg8ivIW5f8QQnhBBCiHKpsD21YcDXWdu/A53zqNMBuE8ptT2rV9dUyHOJm4zRoOgfXJMN0edISC3gnLXZOv8DKlSCX54Fh614AhRCCCFEuVPYpNYbOJW1nQBUz6PODuAurfUdgBnoe3kFpdQYpVSEUiqCtEJGIsql/m1qYndqfo06fX0HelaGe9+GE1th9YziCU4IIYQQ5U5hk9oUwDNr2+cq7URqrbMzlgjgiiEKWuv5WusQrXUIXoWMRJRLLWpUomGA9/UtxJCt9WAIeRw2z4a/fin64IQQQghR7hQ2qd3JpSEHbYCYPOp8qpRqo5QyAg8Aewt5LnETUkpxf3AQO2ISiL2Qfv0N9H4dagTDsvEyG4IQQgghCp3Ufg+MUEq9DQwF/lBKzbyszgzgU2APsEVrvarwYYqbUf82NdEafo4sRG+tyQOGLgYFfDMSbBlFHp8QQgghyo9CJbVa6yRcN4ttBbprrfdqrV++rM4+rfVtWuvWWuspNx6quNnUq+rNbbV8CzcEAaByPXjgAzi9F1a8WKSxCSGEEKJ8KfQ8tVrrRK3111rruKIMSNxa+repyb5TSRw+m1K4Bpr1hdCJEPERRH5TtMEJIYQQotyQFcVEqerXpiZKwY97CtlbC9Dzn1AnFH56Gs4eKLrghBBCCFFuSFIrSlX1ShXoUL8KP+2NRWtduEaMZhj8EVi8YMkIyCxkr68QQgghyi1JakWp6x9ckyPnUvkjNqnwjVSqAYMWwrmD8PMzUNgEWQghhBDlkiS1otT1aRWI2aj4Yc+pa1fOT4Mw6P4SRH0NOxcVRWhCCCGEKCckqRWlzs/LQrcmAfwceRqn8wZ7WLs8Bw17wm+TIHZP0QQohBBCiDJPklpRJvRrU5PTFzPYEZNwYw0ZDDBwAXgHwNePQPqFoglQCCGEEGWaJLWiTLi7RXU8zUZ+KOyctTl5V4EhH0PSKfjxKRlfK4QQQtwCJKkVZYKXxUSvltX5JfI0mXbHjTdY+w7o8TL8+SPs/erG2xNCCCFEmSZJrSgzBrQN4mK6jfADZ4umwdCJrvlrf30eEo8VTZtCCCGEKJMkqRVlRudGVanq48GyXTc4C0I2gxEGfODaXjYOnEXQAyyEEEKIMkmSWlFmmIwG+repyZq/znAxzVY0jVauC33fguObYfPsomlTCCGEEGWOJLWiTBnQNgirw8kvUaeLrtE2D0KL+2HNa3B6b9G1K4QQQogyQ5JaUaa0CqpEo2o+LNt9sugaVQru+y94VYHvxoAtvejaFkIIIUSZIEmtKFOUUgxoG8SOmEROJKQVXcNe/vDA+3D2L1g1rejaFUIIIUSZIEmtKHPuD64JwPe7i+iGsWyNekKHJ2HbB3BgedG2LYQQQohSJUmtKHNqVfbizvr+LNt9Cl3UCyfcNQ0CW8MPT0JSEY7bFUIIIUSpkqRWlEkD2gZx5FwqkScvFm3DJg8Y9JFrXO2yMTLNlxBCCHGTkKRWlEl9WtfAYjKwrKiHIAAENIE+/4aj62HTu0XfvhBCCFFAdoeTi2k2Tl9M50xSBgmpVpIzbGTYHNgdTjJsDlIy7VxIs3I2OZP4pAzOpWRyMd1GutVVp8j/q1lOmUo7ACHy4utp5q7m1fhpbyxT7m2O2VjEf3+1fRgOr4E1M6FeF6h9e9G2L4QQotRorUm3OUjJsJOUYafLh3dzIT2Dyh41eafXXJIz7CRn2EnNyEA5bOC0oZw2lNOOctoxOO0ofem1Kce2QdswOB0YsOGhnHgYnHgYHHgYnFiUA4PDhsGRjsFhxeDMxOjIAHsm2DNRjgyMF85hUA5MRicmoxOLtuKBDYuy4wBsKNJQaK1wotBces7edmJAAxpD1j4wKAPKoHI9GwwKZTBiUAqDwYDBYEChQIFGuWYHUgYwmFAGY9azCWV0PQxGE8poxpBVpg0mtDK6HgZz1rMRrUw4DSa0MrnLnMqMNhjcZRjNYDDlOIcZjEYwmFEGExjNGIxGajZojcniUaivuyS1oswa0LYWv0bF8WvUaTo2qIJSCoPC9cOpXD+UuV4DGo3WuH7Ytc56xlVw2X66v4nviR2w9DESB3+D01ABp3bi1BrtJMe2xgk4nVmvtWvbkbVP5Yjh0jZZr3PEbMjaD+5tRfYz7uMdDlfbDqfG4QSn1tidGqdTY3dm78O136GzXjtdr3PuczpzHOd6dtVxus6FKzajwRVbdpxGpVyfcUq59uHab1SX4jZmXa/BkLVtUJiz2jEZsl8bcrwGszJgMLpeG7Pazvqy5SHrgzb7A1cZcpTlLHd9mOeso1HuNrS6tI372yBrO+e+rG2TwYBSl16LG6N17p9HwP0zmf2zeKlu7rIrfoazC3HVI0e5e/dlvVVKKRS4f9bcv8PJemgnSmmUBqU0aKf7O0jhRGntrp87HnXps0SDVlz2uaMuxZz1vZT9LeX6mc8qA5RB5SjPLr28vusqc343u7eVdl1brnci55tWmHLXPq1dnyX27M8Xp8bucGSVaZxZnzHuzxvHpe3czw6cdjtOhy3rYcdht+O023A4bDjsNpx2O9ppB4cdre3gcIB2gNPufiin3VXmcNXVDle5dtjR9gywpaPsGRjTLmI0OqmgrFTASgVlZQWubc/MA1T4ubOrHCtmVbxD0NK1Gas2Y9MmbGYv7AYLTp2Bw65wpiuo2xBMHmw5+wdWbUSjCK3VEa2dOPfuBbsdg9mIoVVLDGiMUXsx2KxosxndsgVaa6LPHcCAom6lelnvudP1O8rpxOnQOG1OnNqB02nP+p2ls9Jg1yemAY0RJwacmHBgdD87MOHEoFyvc+7L3i6O9+/cuH1UDaxdqGMlqRXFKzAQ4uOhenWIi7uuQ7s1CaCyl5mnv9pTTMFBO/U4X1tmUPXDO4vtHKJ4XZ5+FnU66nQnxCpHCnCpLJvOVZazbvaxORNrII+ynPWubDMracqjjHzauXZZjnPpPMryOa/W1z6HIcfR2b9A1RWPHPuUzjrO6S7P3pfdzuX7rmgjV5kz1z6Dkn/TFpTClSSUl0TBqizYlAd27DitBhx2ha5dH8x+RJzdRzoO0nAyoPUwTBW8ML0zG+waHMC//wNGMy+smcL5zCS8PCox574PXD2Ljz8B5y+Arx98852rx7FjJ3DiOnb/X6569Ru6Xts1pGSA0YKnwYBndoDZfzjk/KNZHwCg8fQcP/djovOoty+PsoMANMg6Vv/fnwAEzgokPj2e6t7ViXsu6/du1u9iZ/VAdGwsTq1xeni4en4NBqwXkrDanbSZ255zaUlU9azObw+tItPmwDpoCNbkFKxVAlAfLgQUauAA1x99ODEsW4YBB4bHH8WQlIjyq4Sa+z8MTgePfT8CE05MwIJ730c77UxbPYV0azKVzT5M7vSC64+Vd9+G9DTw9qKVr3+hvwfKy/eqKA/ySmDj43M/k/UDl5r3D1zOYy21arJYVWRf47bot97CqWHyyskkW1OoaPFletgMAKaunU6KNRUfiw+vdHvF9QtsxgxUcjLKxwemT3P12LzyCiQnoyr6oGbORCnF33+byz3OVrRUqTzU+iEMBlCLP3H9sGqNGj06q/fV4PpVnaNHdsGuBaTaUvEyezOm/Vi0dpWl2dLxMnszKvhRtIbFexaTbs/A0+TF31o/hNaar/YtcZUZvRjccrDrs+7bpTgzMjFW8EANGeLqCf3wQ4zaiUFrDBPGY1CK2dv+S1bfMZM7T3L1ss58FaN2orQT46szXb2ukydh0Np1/H/fcbU3YQIG7XSlB3Pn4dSav//2FK7/RSn+0+tt0OCcMQNnairOipXQL76I06n596a3SLGl4WP24R8dnsGpYfbW2aTY0vE2+zC2/XicWrNg14ek2zLxNHnxcOsROLTmq6ivyXBkUsHoRf+mD+B0apy//orTagWPCnDPPQCsOLSCDEcGFYwe9GnUy9WT9vsKlDUTPCyou+5yJSm//eL6Ove+B7RGha9FWTNQHhbo1s2V0KxbB1YrymKGbt1AazYcX4/VnomHyUKXOl1QkFVmxcNkoVPtzmink20nt2F12vEwWAgObIt2anRUFA6Hw9VD0rQpWmsOJRzG4XRgUibq+tV1nTfmmKtXyWhE1a2LAo5dPOqqZzBQz6+eK/ajR8GRVa9BfZTWHL1wJKuekQaV66OAo4mHsTsdmA0GGlZuAMCRxEPueg0rN0Bll2kHJmWkkb+rHocPgd2BMhlRDV311OFDYLeDyYhq2BAFHE48hN1px2ww0ahyQ1BwOCEah9OOyWCisX9DV3uHolF2O5hMqEZZsSTkONa/fla9wyiH3fWvxUaNXelldDTY7WijGd2sOVoZ0Pv3g80OZjO6VWtAERkfSabTjslgpm2Ntq7e+J27wWpFmy1wxx2AYuupbVgdNoxGC6G1QwEDetMmyLSCxYLu2g2NIvzYejIdNsxGD7rWdZXpdevRViva4oEO6+7qeV0Xjs60gcUDZ/fuaBRrYsKx2q2YTRXoXi/M9f6tXQOZmSiLBe7q6erlXb3KXabuvhsU/H74d6yODDyMHvRq2Mv1vvy+EqyZ4OGBvusuV5KzejXaagUPD+jeHdDoteEoqxVtsUBYGADhx9aRabdiMXnQrU43tAKyriP7ekGz/tgGMh02PIwWOtftCmhYvxFtc10vnTu73oONGyH72M6dAdAbN4PNisFsxtC1M0oZMKxZgyEjA4PFjKFPH9dnyzffuD6TtAPDiEdcny1ffoEhLRVjhQqoR0dhVAbm755PmjWFChYvnu74jOvf2S9NQTmcGO1OjAsWYDSaGbrsQew4sOFkzahwDEYj6s6OZH3MwR9/gsFIvTmNsQN2IO75s2Awgm9l119QdrBojSXrc9pNu+7L6JszaRz8P9dGv7cu1Qv9OwBvLR/nyuat55nTerBr37YBWZXOQf0urs1Y56VjqzZ2PSfl+IPJVLh/nxeF+NT4XM+uF65tQ3wcGBRGFDjsrn0O8PKyABCXsR8MEJd5kuDafq79e9a6ng8DrWq4tqO3Xmq7VZDrefuaS2XBrQD466cod1HInV0B+PX3rWAEnPBtj4GunXcPu3Ssp/f1X3QWVZqDi5VSY4AxWdvtPT09r3GEEEIIIYS4VaSlpaGz/y10DaWa1Obk7e2tU1NTSzsMIYQQQghRRiil0rTWBeq+lSm9hBBCCCFEuXfLJ7VWq5VTp4phLtQbcOTIkdIOQQghhBCiXLnlk9rnn3+eEydOlHYYuUybNo0DBw6UdhgiH1arlXXr1hEdHV3aoQghhCgnHE7N59uO0euddYQfOFPa4dx0ykVSO2rUKIYOHQrAgw8+yKhRowBISEigYsWKZGRkuOu+8sorhIaGMmDAAFJSUhg1ahTBwcGEhISwYMGCXO1u2bKFatWq0aFDBwD+/PNP7r//fvf+3bt306lTJ7p27cr06dOvGt/V6tlsNjp37kxsbOxVj125ciVhYWF07NiRL7/8EoDZs2fz6quvXvN9qV+/Pl27diU0NJTNmze7yz/++GNmzpyZq15YWJj7cejQoau2eeHCBTp06ED2+Obff1DZMTcAACAASURBVP+d0NBQQkNDWbhwYb7xXH4swOeff57ve5eXmJgYKleuTOfOnenXrx+xsbHusuxreOONN9z1g4ODWbduXb5tjh8/nk6dOtG9e3cuXLgAgMPhoE+fPsTExOR7bHBwsPu8K1euBGDo0KGsXr2aUaNGucsK4uOPP6Z+/fp0796dsLAwjh8/nud1ZNfr0qULnTp14tixYwU+B7gG1gcHB7tfJyYm0rdvX0JCQhg7duxVjzt69Cj33nsvXbp04dlnnwXg4sWL9OnTh169ejFgwACsVut1xSKEEGVSYKBrpoTAwBI53b5TFxn4/iamLNvHqcR0xn+2i93HE0vk3LcM1+TYpf/w8vLSVzNy5EjdpEkTrbXWzZo10yNHjtRaa/3VV19pk8mkV6xYobXWetOmTbpbt27a6XTq999/X//nP//RI0eO1Bs2bNDnzp3TQUFBeu/eve52x40bpy9cuKC11vrQoUP63nvv1d26dXPvHzNmjI6Pj9daa92iRQt33ctdrd7MmTP1O++8c9XrstvtunXr1jopKUmnp6frJk2a6PT0dK211pMmTdLHjh276rFaa92wYUOttdabN2/WgYGB2mazaa21XrRokX711VevqFcQo0eP1suWLXO/fuihh3RqaqrOzMzU9evXv65jv/vuO92xY0c9derUAp9fa62PHj2qe/bsqbXW+l//+pceOHBgrrKcTp8+rc3m/2fvvMOjKtY//jm7KZveG6RAgAChhw5SBVERFCzYG4iK13rv5eqV31Xs6LVgF0UsqHgVG6J06T30GkoqpPe2yZb5/TGQUJKwqWyS+TzPeTaZnZkzZ/fsOd/zzjvv6yieeeaZavvbu3evmDZtmhBCiE8++US88cYbQggh7rrrLhEdHS3i4+OrbZuVlSWmTJly0T4XLFgghBBiyZIl4umnn7b52M79br777jsxc+bMKo/j3HpffPFFRT1bMJvNYvz48SIiIqKibO7cuWLhwoVCCCFuu+02sWPHjirb3nzzzWLLli1CCCFuueUW8ddff4kPPvhArFixQgghfzO//vqrzWNRKBQKuyAoSObKCAqqLKMyf0ZTsPJgmuj74krxy+4UkVFgFDd/vFkcSS1okn03Z4BiYaOWbBaWWgAnJyeys7NxdHSsKFu2bBmPPPIIy5YtA2D58uVce+21aJrGuHHj6NSpU0VdPz8/xo8fz/r16yvKSktL8fLyAsDDw4PFixeft89PPvmEwMBATCYTZrMZV1fXKsdWVb1jx47x9ttvU15ezs6dO6tsV1hYiLu7Ox4eHhgMBpydnSktLQVg4MCB7NljW9KBwYMH4+npyZEjR2yqf5aff/6Zr7/+uuL/9evXs2zZMuLj4yvcHxYuXIirqytFRUW4u7tX21dVbfv168crr7xSqzFdyL333lujFXb58uU8/PDDF1lLH3zwQTIzMwHw9vbmxIkTFBUVsW/fPqKiogB4+eWX6d+/5vS427ZtY/v27QwZMoQbbriBwsJCgoODuffee4mLi+PTTz89z7pfG7KysnBzc6vxOECeJ05OThX/T548+ZJ9z5s3j3bt2lX87+fnx4EDB8jLyyM5OZmwsKqztcTFxRETEwNAYGAg+fn5zJgxg7FjxwKQmZlJYGCgzceoUCgUdkEVMdObgt1JuczfGA/AmOgg1s8cyfW92xLg4cz30wfROdgDIQSFRlOTjqul0mxEba9evfj+++/p1atXRdmWLVuYNWsWq1evBiA9PR1fX5mJIjIykgkTJpzXh5+fX8XU84UEBgbi7Fx1sOS33nqL22+//TxBfal6L7zwAv/85z+54447eO6559i9e/dF9b29vfHy8mLRokW8//77BAYG4uPjA4CLi0uFwLWFmo7NYrFUTJ//9ttvFeWTJk3irrvuqvj/2WefZc6cOdxwww3cf//9pKamnvfe2enoqqiqbXXCqTace1yxsbEVx7F06VJAisHbb78dTdPIyKj0T/rkk08ICAgAIDg4mIiICN577z3S0tIqhKwt44uMjGT58uVs3ryZnj17smDBgor31qxZQ0ZGRq1F3vz58xkwYAAvvPACd999d7XHMX/+fHr27MkPP/zAE088UdH+p59+qvj7ueeeO8+1ZMaMGej1etq0aXPePq+44goSExN599136dq1a8Xv5EJuuukmZs+ezZIlS1i2bBlXXnllxXtbtmwhNze3wl1HoVAoFNWz+XgWd8xdw6Iv/sQaLJMWuDpV5rw6my75vyuOcuNHm8kvUcK2vjSbjGIxMTF88cUX3Hbbbezdu5d9+/aRlZXFTTfdREJCAsnJyXh6elJUVATA9u3bL7Lw5eTkEBoaWvG/1WpFCFFxYlXFtm3b+OOPP1i1alWN47uw3u7du5k3bx4uLi5cd911bNiwgT59+lzU7pdffmH16tXMmjXrPMEUHx9/noC/FDk5OdUKFb1ez9q1ay/Zx+nTp7n99tsBKYJ27NjBxIkT+fnnn8nKyuKee+6pddv6cu5x9e3b97zvwWq1snbtWlJSUkhPT2f58uXnifSzLFq0iEmTJjFx4kR27drF3//+d7799lub9h8ZGVnxMNOvX7/zLKkPPfQQnTp14o033uCjjz6y+ZimTp3KrFmzWLx4MVOnTmXlypUXHcfZemPGjOHVV1/Fz8+vyr5s9VeePXs2H3/8MZ6enrz11lssWLCA6dOnX1Rv1qxZbNy4kTfeeIN77rmnwjqfk5PDo48+etFshkKhULQoqsqMWYeylWv28si3u2iXl87C72ehK67ed3ZoB38+XR/P1C938OGdMQR6GBr5IFsuzcZSGxMTw44dOyqmRpcvX86///1v1q5dy2OPPcby5csZOnRohehYt24d52Yoy8vL488//2T06NEVZf379z/PHeFCEhISmDFjBt9++22NVtqq6nXs2JH4eDnlsHPnTiIiIqps6+zsjL+/Pz179mTYsGEV5WvXrmXgwIGX+lgA2LFjB6WlpXTu3Nmm+tURGBhIVlYWQghiY2OJiIggNjaWOXPm8Pnnn9e6bUOwcOHCiqnvC4mNjaVfv36sX7+ezz//vEIMXkhubi7798tUfZs2barxIeZCnn32WZYsWQLAjz/+SK9evdiyZQvTpk0D5Hnl7e1dm0OqwM/Pj8LCwhqPY9CgQeTk5NQ7ysLZz8BisbBt27YaP4PevXuTlJTEU089BchIDzfffDOvvvpqg32vCoVCYZdU5aZQy7Jf/Lry0MJYuoZ48v23TxNYg6AFGNLRn7en9GZ3ch5XvPYX//hhL6n5ts/UKippNqK2Xbt2REVFVdxUly9fXiFQR48ezbJly5g4cSKRkZEMGTKEDRs2cN999wHw6KOPcvXVVzNnzhy6dOlS0ee0adOYO3cuJSUlVe7zX//6Fzk5Odxxxx2MHDmSo0ePsnTpUr744otL1nvllVf429/+xsCBAykuLmb8+PFVtgVpHXvjjcoc1N999x2jR49Gr9fX+JlYLBZGjBjBzJkz+eWXXy5Z/0Iu9KmdM2cOkydPJiYmhh49etCrVy9mzJhBfn4+EyZMYOTIkeTn5/PWW2+xcePG8/qqqm1VvPzyyzb5CsfGxjJ8+HC2b9/O3LlzK8rOTrPfd999550DQ4cOZf369YgzGfLO9am98847WbNmDR4eHnz88cc8/fTTVe4zJyenQqye5amnnuLll1+me/fuODs7c8899zB48GAcHR0ZMmQICxYsqHDLuPnmmy95XCDdCoYPH84TTzzBiy++WONxADz55JO8/fbbFf/b4lN7Ic888wzTp0/Hy8uLnJwcbrvtNg4dOsSsWbMuqvvGG2/w1FNPVfiQz58/n127dvHyyy8zcuRIvv/++1rvX6FQKFoLGe4+9G/nwzfTBuJjLLy4QhVRF8b3DGH1UyO4bUAYqw6no9dJw0NGoZEC5W9rM60+Te6+fftITU1l3LhxNtU/cOAAp0+f5qqrrqr1vmxt+/rrrzNz5sxa998c+Pzzz5k0aVKF73BL4s0336zR71ihUCgUTUBVrgHnzk6d1T0NWGaxCk4EtSMqS4ZpNJstOOh1tvd3DkaTBYOjNFLd8vEWtifkEOJlICrIg6ggd7qGeHJ977YVwrelU5s0ua1e1NaW4uLiihXrTdm2pXCpKArNmZZ8bAqFQtFsaGQBe2FZfnE5f/tuF3sOJLJm3oMElOTVvr8qEEKw9mgmh1ILOJZeSFx6EcczixjW0Z/P7ulXK1e65owStQqFQqFQKFonTShqj/mF8cC/vuRUXikv/j6XW/etqFt/NmK2WDFZBC5OehKzi5m3/iQzx3XBy7Xm6EzNGSVqFQqFQqFQtE6aSNSu6jCAJyb8A4OfDx/fGUO/9n42t72ozFbKiyEvCSwmVhxK5901x/A0ODJ9ZCdGDBqE5tjyIifURtQ2m5BeCoVCoVAoFPbCiqhBtM85xSfPXUcbb5dLN6gNQkDmUUjeBplHICsOMuMgvzK1+lXAVY6ABVgNljUO6IO7Q5s+cmsbA4HdQNdsYgLUmwaz1Gqa5gUsAvRAMTAF+AiIBpYKIV6qqb2y1CoUCoVCoag3jWipLSkzkV1UTpifG0a9I2gaBlNZ/fchBKTtg4SNkLhZbqU58j0HF/DvBAGdwT8KfCPBodIiaxGCRZvjKEjYzU0hmQQUHIayfPmmWyB0HAOdxkCH0eDS/BZpXy5L7R3AW0KIlZqmfQTcCuiFEIM1Tftc07ROQoj6BdtUKBQKhUKhuAwkewXxwIebMVmsLNPpMVgaINRWWSHs+x/smA8ZB2WZTzvofA1EDIHwweDTvkZrqx64tYvgi80JeAwMBwcd5JyE5O1wfBUc/QP2fguaDkL7yy2kt7Tm+ka2KEtuo/jUapr2I+AJvCOE+EPTtFsBFyHEggvqTQemAzg5OfUtKytr8LEoFAqFQqFoRTSCpXZzeA8euf5pLL5+vHd7DCM6B9rctsoyfx30d4Ir/KC8EIJ7QL+pEDUOPM9Pc15b8ktMrI3L4PrebWWB1QKnYuHYCji5FtL2g9ko33P2hOCeENwdgrrJLaArOLnWawwNyWX1qdU0bTDgAyQAp84U5wAxF9YVQswD5oF0P2josSgUCoVCoVDUFSEEX8VcxwtXPkD7nFN8+p/rae9fj9CcQsAwJxhtALOALuOh/zQI7Xe+AK4H8zac4IO/TpBXYuKeIe1Ap4ewAXIbPQssJumne3oPpO6Rr7u+BtNZF1AN/DqcEbnniF2vcLu36jaopVbTNF9gBXAj8BTwnRBiq6Zpk4EuQohXqmurfGoVCoVCoVDUmwa01JosVqbc+xa+JQW8/ft/8SgrqXt/ZUXwy8Nw6FfYVw7LyqDEWvvjuwQmi5UZ3+xi5aF0bu4byjPXdsXXzanmRlYr5CVA+sEz2wH5mhMPnDkWJw8Iiq4UuUHdITAaDJ4NfgzncllCemma5gT8Cbx2xq/2biBQCPFfTdNmA0eFEN9W116JWoVCoVAoFPWmAURthps3zhkZeLk6km9wx6OsBB2i7iLZS4NXh0i/2eUlsKX8/HoNTLnZylsr4/hsw0k8DA58dk9/+kbUYZFYWZG06p4VuWcFrzG/so5PewjpKd0YQnpJf133gAY7lsslah8GXgH2nilagLTWrgauAQYJIfKraa5ErUKhUCgUivpTT1G7N7gTD05+ll6DuvHJXf3qL5LD9XCLC/j6wE2fQ9TYi+s1EkfSCnhrRRxv3NwLLxdHisvMJOeWkJBVTEK2fO0Y6M60YZEIIXh/zXG8XR3xd3ema4gnEX6uF2cuEwIKTkH6IRmxIW0fpO6D3PjKOuFDoPtkiL6h3gLXbpIvaJrmA4wF1gsh0mqqq0StQqFQKBSKelNHEZpZWMYHkx7j297XEFCcw6f/dxPRbTzrJ2r7OcE1Bsi1wvO7ZWiu+iRfqAcmi5Vr5m7geEZRRZm/uxMPDu/AA8MjKSk3E/2f5ee18XJx5O9XRXH34HaYLVayi8sJ8qwmwUNpnlyElrgZDv4kLbyaDtqPgB43y83hEm4QVWA3orY2KFGrUCgUCoWi3tRBhK4/msGDX8dSXlbOTftXMXPdl/iV5Ne5P0xlsOxfsPNzOGaCxaVgbICMYvWg0Gjix9gU/Nydae/nRoS/K56G89Prmi1WcktMpOUb2X8qn/2n8rgqOphRXQI5cCqf697bSJCnMz3aetMr1IueYd70jfDB3bmKuAPph+DAYrnlxks3hSv/D6In1WrBmRK1CoVCoVAoWic2ilCLTk+yVxDt8lLJLy7n5T8O8fD0a2mfe/qSbWssc9Xg/ashcRNsKoPVZXKtVUOkyb2MZBQYWbo/lX0p+exNyeNkptRsX90/gOFRARw8nc+m41kMaO9H7zDvyoZCwLGVsOp56VMc0hvGzobIkTbtV4lahUKhUCgUrRMbRKjFKpg54SkOBUay9IvH0QmrzW1rLAvSwa2u4O8KE9+DXlNsa9sMKTCaOJCST88wb9ydHZi/MZ4Xfz8EwD+uiuKRUR3P98e1WmD/D7DmJchPlhnOrp4DAVE17qc2ota+A44pFAqFQqGwf4KDpVgLDq59PVvLGgiLVfDPH/eyuMcYro7bLKMaNARdHeB+N6ms7vsTet7SMP3aKZ4GR4Z09K9wPZh6RXt2zhrD5D5t+e+KOF778wjnGU51euh1K/xtJ1z1skwI8dEQWDUbyhvGqKkstY1JcDCkp0NQEKTVsE7O1noKhUKhUNgjtlof62MJrc9YzpRZNB3//C6Wn3af4qkNC3ls86K6jeXcMosF1r4K61+HZDP8rxQKa2n5bUFYrYLnfjvI11sTeXtKLyb1Ca26YlEmrPyPTOHrFQbXzIHO116UhEK5H9gLVZ24VQnYFn6CKxQKhaKFc7lEra331DNlbw67k/eG3Mrfx0bx6JioauvZXOYEfHEbHF0Ku8thqREsDXRszRghBL/tPc11Pdug110iU1riZlj6d8g4BJ3GwcR3waPSQq9Erb3QFE+kCoVCoVA0JfUxzjT0fbGW/WW6erNizR7uGBhRf/9ZH036zwY5wbhXYPDDDXtsLYS0fCPv/3WM5yZ0w1FfjderxQTbPpHRIqb/BQavireUT+3loBH9fxQKhUJhx7S26396+vmvTUU9Pue17WMw6fQElORJQVtf2uthmht46OCun2DQQ/Xvs4Wy+UQWC7cm8d8VR6uvpHeEIX+DR7afJ2hrixK1DcXl+pErLh+t7UamUCiqRl3/q6ahr5F1/JxXH07n3lteYN6AyfUfgxDSoninKxQJ+LTI5tBUNdKC7yeTY0K5fWA4n6w7yerDl/ju9FXEu60Fyv2goWiAXNPnlSnsH/W9KRStD7UuouHvd41YFp9ZxMT3NxKRcIQfv5mJwVxe9/70wOJHYPfXcMQEP5dCeSMeRwvCaLIw+cPNnM4vZeljw2jr7WJzW+V+0Ni04CcqRT1R54ZC0bKx1VqorgWXnWJHA9O/2omDTuPjn1+WgrauuGlwt6sUtMNnwvdnBK3CJgyOej68IwazRfBmTW4I9URZautCUzxpKuyLWq6wPa9MoVDYP7aGVlTXdbuwwNpS9tS1T/JLzyv5eupAhnYKqHt/bfQwxRVcNLjjS+g2SemAOrIrKZcuwR64OtnuZqCiHzQ26mRufbSU71LFRFYoqqY+IRib47WgPtihgK2q7HBAO/YtXceU/uF172//j7DofigWsKgE0ixNdxwtmJJyM8fSi+h1bjrdalDuBwqFPWFP05BqQYtCYftvsqF/L/Z0LWjBWDQpbbpmJkhBWxc0YOVzsHgqnLLAp8WQbm24QbZynv35AHfO30ZsYm6D9qtErULR2CghqVDYF5frN1nVfu1d6Nr7+KrgqfFP8Y9rH697B87ArS6w6R3odz98XQIlLd962pT8/aoo/NycuP3TrSw70HCzhkrUKhQtlWZ4M1IoWh32LnSb2UP58YxCfoseTkBRXt068NFgqht0cIDxb8F1b4My0DY4oT6uLH54CNFtPHn4m1gWbIpvkH6VqFUoLsSebij1oZndjBSKeqN+u62euauP42Iq44EdP9e+cdJWmVDBTZPW2f5TG36Aigr83J35dtogxnYN4rMN8RQaTfXuU4laheJC1A1FoWie2LvVsz60lONoRI6lF/L7vtPcE/s7vqUFtWu8/0f4cgKUCvisGBItjTPI2tAKvnMXJz0f3dmXxQ8PwcPgWO/+lKi1V1rByaywAVvPg/qcL+pcU7RkWspDalMcRzO/Fny09gQujvraW2mHO8kFYaH9YX4J5NqJ/2xLOXcvgV6nEexlaJC+VEivS9HQIV1UeA/7x56+S1vbqnNNobjsIaSavKyhQ/TZ07HVoSy70Mi+U/mM6hJkW1sHDa4zQG8n6HkrTHwXHA22tVU6oMlQIb0aklbypKRoYqqyiDSFVVahaCmo34G6P12An7szozoH2la5JAfudJWC9i8jTPoYHJwbd4CKRkeJWoXiclDVzcjWG5SahlQolKBTVBDnH87kO9/geEaRbQ2yT8BnYyBUD4tLYH35+VZRRbNFidpzUTdyhUKiBIPCnlDXZkUNzB1yK0f9I/Bzc7p05TC9FLSlufBVCRwwN/4AGxL1W6gRJWrPRd3IFQqFwv5Q12bbaUVuTMk5JUyf9CxLuw7nvtjf8LmUqO3hAHe7gqsvTFsFyXYQ4aC2qN9CjShRq1AoWiYt4KatUNQae3JjakQOns5nzFvr2NiuN/9au4DHN31XfWUhYIQTTHaFFAtMXQl+HZpusIomQ4lahUJhG81NJDbzm7ZC0WA0t99uFQghSHP347hvKABdgz15YFgkqz97iIe3LcbRWo3V1VwGPz8IIw2wp1wmVXD1bcKRK5oSFdLrXOwpbIcK5XH5sKfv3N7L7JnmNl5F9djTOa/Kmqzsj85D2dCuD3HX30ZceiGFRjOexiL+mjcdv5L8S/fnosEHV0PiJlhjhA3ldnNsDVrWwlEhvVoqLeBpW6FoFNRvQ6FoEcRnFVNutsq/fdrwZ+ch6HUa1/duwwsrPmLeTy/hWWaDAcxXB1NdIWUH3Di/UtAqWjSt11JrT0kV1BPa5aOlnAet/fy7XMHqFQ2P+k22ujKhaWxs15v5/W5gbYd+zL21N9f3CcWi6dAJK1pt99HRASa7yL//thLCB9nV8bbY63AjYVeWWk3T5muatkXTtFmNvS/AdouN8rdTgDoPWhvq+7Z/1HfUqjh0uoA7p7zEXVNe4mBQJE+M6cTgDn4A6IUV7RLtz8NqgTUvwR2uUCDgs2IpaBWtBofG7FzTtMmAXggxWNO0zzVN6ySEONaY+1QXRIVCUSuU9VahuCwIIXh80W4ygyJ5btUn3LH7T5zeN9WtM1cNvp4E8etgjwn+MEIzC0GrqD+NbakdCfzvzN8rgCvOfVPTtOmapu3UNG1nWXlZRXnwf4PRZmsE/ze4xjKef15aZZ9/vrIsKOj81+raVlGvOZbZ+lmpspZ9HrTG86/BvscqqNc5VcV1yZ7OeXsvs6fzW5U1fJk5OIRPBkymqG0Emqbx3u19WPfzs9wXuwSnAL+67SNMDzM8IHkbTHwftnlJQWsHx9skZc8/3yKvN3WhUS21gBtw6szfOUDMuW8KIeYB80D61NbUUXpx+nmvwEVfJGC7paWqes2wrKrPRZVVc75UhR19l82x7HJ/vw1xDA19XFVel6rgcn929lpmT+e3KmvYsoxCI4/NXszWkzkE3/ou1wNdgj0h6WTt+xNCRjV4awTELQPfSLjlKwjuAWl3Nepx2F3ZBdcbe/o9N/g9+xI0tqgtAs54a+OOjZbhtH9c/KUFuQWRXpxOkFvNFhZb+2sp1OdzaW205PNAYd809DWtpaA+g9bDjoQcHvlmFwVGE2/e3Ivre7etW0dWCxz+DTa9C6d3gasfjHwGBs0Ag2fDDlrR7GhsURuLdDnYCvQCjta1IyVIqkZ9LgpFw9MUYkv9dtVn0Fr4dc8pnvrfXsJ8XPjy/gF0DamD+CzJgT3fwPZPIS8RfNrD+Deh1+3g5Nrwg1Y0Sxpb1P4CbNA0rQ1wDaCWIdbAsgNpDOnoh6fB8XIPRaGwictlaWvs/dkqtpSlUaGoJL/ExMmsItLyjaTmG2nr48K4bsH0CfPhht5teW5idO3vb2n7Yfs82PcDmEshfDBc9SJ0uQ50+sY5EEWzpVFFrRCiQNO0kcBY4HUhRH5j7q+5UWa2sOl4FqO7BJFeYOSx73YT4OHM21N6M6C9SuNXFUpE2BeXy9J2OfZb1bnX0ONQ57eiOSKE4JttSby89DClpsp0tdd0D2Zct2DC/Vx585ZetekQjq+GDW9C0mZwcIGet8CAB6TPrEJRDY1tqUUIkUtlBAQFYLUKft17ijdXxJGSW8rKJ4fTKciDRQ8O4snv93DrvC08PLIDj18ZhZODSvp2Lmq6UnG5aIpzT53fiuaIpmnsSsqlb4QP9w5pR4i3gRAvF3xca2mVFUIu+lr3uvSX9QyFq16CPneCi0/jDF7Romh0UauoJLe4nE/Wn2TJ3tOcyislOsSTL+/vQcdAdwBiwn1Y+tgwXlxyiA/+OsGWE9n88JBMEaioHcripVAoFI3L0n2pRAa40TXEk1cm9cBJr0NXl/uV1QpHlsD6N6S7gXcETJgr/WUdnBp+4IoWixK1jUx2URnJuaX0DvPG0UHHN1sT6dfOh39f25VrugdfdAFwd3Zgzk09GdUlkIxCI3qdhhCCglIzXrV96m3FKIuXQqFQNA7lZivP/LSfxbtSuDEmlDdv6YXBsQ7+rVYLHPwZ1v8XMg+Dbwe44SPocTPo1f1OUXuUqG1EVh5K5+nF+wj2MrD0sWG4Ozuw7dkrcXW69Md+dffKAMQrD6Xz9//tZcaojtw3tF3dLh7NEFutrcoqq2jJqPNbYU8YTRYeWhjL2qOZPDa6I49e2an2nVjMsP8H6TObfQwCusCN86HbJLX4MpUsAgAAIABJREFUS1EvlKhtBIrLzLz4+yEW7UgmOsST/95c6SBvi6C9kMgAdwa092XOsiN8tSWBx6/sxA192rZ4cWurtVVZZRUtmZZyfitx3vwpLjMz7cudbI3P5pVJPbh9YHjtOjCXw75FUszmJkBQD7j5S+g6EXRq/Yii/ihR28Ck5pdy67ytJOWU8NCIDjw1tv6LvToGujP/3v5sOZHNq38e5umf9rNoRzK/PDK0gUatUDQcSrwoqqKliPPWjE7T0DR4+5be3NCnFskTzGWw+2vY+A7kJ0ObPjDuVeh8jUwprbAbqrp+21pmDyhR20AIIdA0jUAPAzHhPrx+Y08GRvpdumFVmIxwejckbYHs41CSDSU5DC7J5tfSHKxupVjzHOF1Z4TOkWyjwCkgEs+Bd0P0xIY9MIWilijxolC0LLKLynB00OFpcOSbaQPRbBWipXkyYcLm96AwFUIHwHXvQMcrlZhtROrjulfV9dvWMnsQukrU1hMhBH8eSOPd1cf4eurAijiztSZlJxz6FZK2QuoesJTLco824OYHLr4Q0gvN1Re9gwG91QwWE3mFxWyPO03300fx/OUh+OOffCIMLMDEViw171OhuIzYwwWwuaI+O0VTsfl4Fs/8vJ9wX1e+un+AbYL29G7YMR8OLAZTCURcAZM+hvYjlJhtAi6X6549GDSUqK0HJzKLeP63g2w4lkV0iCd5JeUEeDjb3oEQcGwlbHoHEjeB3klOywx6GMIGQdhAKWhrwAfolF7IyHfW8X/d87jPbTN37FnIdJzYjQWOrZJPxXaOukm3PlTWrrpjDzcPRcsmo9DIy0sP8+ue04T7uvLYlZ1qFrQWE+z/EXZ8CqdiwdEVetwE/aZCmzoYehSKOqBEbR35cnMCLy09hMFRz+yJ3bhjYDgOeht9Zy1mOPgTbJoL6QdkgOlxr0LM3eDsXuuxdAryYEr/CF7eqWPUU2/QY89HTMGRf+MM39wI7UcQI3Ts0qy17rupUDfplk19hKk6NxSKpmV7fA5Tv9xBmcnKY6M7MmNUx+oXJpvLpIvBxrchLwn8o+DqOdDrVnDxbtqBK1o9StTWASEEOxJyGBEVwGs39sTf3UbrbHkx7F4Im9+H/CQZxuSGj+XTbD1j8j05thO/7jnF/I3xFGkwHxNfCxNlV38I614nFne+FSb+jbFe+1Eo6oKyyioU9k9JuRlXJwe6hHgwqnMgT4zpRGRANYaW8hLY9ZU0zhSehrZ94Zo3IGqccjFQXDaUqK0lRpMFg6Oed6b0RgCOtlhni7Ng+zy5leZC+GC4Zg5EXd1gYUwCPQx8M20g0W08eWmvLCvXkK4MvW/nldeCeAInJuIOsV9Kq7BCYWcoq2zdaU4rlBX2RWp+Ka/9eYTDqQX88dgwPA2OvHtbn6orF6ZJf9mdn0NJFoQPgRs+gMhRSszaMa3lWqBEbS1YuDWRLzYnsGj6INusszknYcsH0jprNkKX62DIYxA+sFHG1ydc5sbWhBOCcjh7fTF48axWxseinAW4cOWSxyBuGf5CI0sTjTIWhULRtNi6Qrk+qIQoLQujycK89Sf5aO0JLELw4PBIzFaBQ1WeBqd3w9aP5eIvq1laZIc8Cu2uaPJxK2pPazEYKFFrI99uS2LWLwe4sksgnoZLuAqc2gWb35XRDHQO0rdo8KMQENXo4zyZWUQb4zxynD6hVL/lvPeSNcFYUYJ13Puw6nn248ZUYeQPzdzo41IoFPZBfSy6tobxaS030KZCCEFWUTlJOSWUmS0M6eAPwA87k4lLL8TT4EjHQHc6BroT4edWY2z0s+EnE7KKmfThJnJLTFzbI5hnrulKmK/ruRUhKw6O/gGHl8jFX07u0H8qDJgOfh0a+7AVilqjRO0lSM4p4YvNCczfGM+ozgF8eGdM1RcMqwWOr4It70P8enD2lFbZgQ+BZ0iTjTfc1xWrVoyP6V5Kddsvel9owOBHIHIkGR8NZCmuvCfKZaYXB6cmG6fi8hGfVYzBUUeQhwGdTk0XtjYaOuakErANy1kXN4C5q47xx/5UknJKKDXJEI1tvV3Y9PRoAJbsS2V7fDZGU+Ui4OgQT/54fBgAz/92kJzictycHXBx1HPwdD49Q714dnw0Yb6uXBUdzKSYtgw6G1O9vFiGlzy2Ao7+CTknZHlIb7mYuc8dYPBqok9C0RJo6lkbJWqrwGoVaBpomsaHa4/zv50pTI5pyyuTeuB84bxMcbbMlLLzc8hLBI8QGPsi9L0XDJ5NPnYHvY48xwUElj+Ph+Wa6isGdaM/xbyKM0/hDF9dD7d81SRjVFOTl4fknBJeXnqYZQelCDE46vjp4aFEt/HkwKl8tp7MxtPFES8XR7xdHPF2dSIywM02v3FFi0OJ1aYhvcDIvpR8dibksDU+h2Pphez6v7EYHPU4OmiE+7lyRSd/wnxcCPN1JcTLpaLtF/f2R6fTKC4zcyKziOMZRejPeVBNyinhZGYRxeUWisvMhJ/TXo+VOVd6wql18Oc2SN4GqftAWGR4yfbDYfAMiLoGvGqRPUyhOIemvo4oUXsOFqtgcWwKH649zltTehMT7sOjozvx6OhOtPGuvJAghEySsOtLOPATWMpkcOmxs6XfbD0jGdSXUt1OSnV78DbdzZG0AroEVy2uyzX4O2XsEBa+O70L5o1sktBf6mbZ9CTnlDDmrXXoNI0nxnTC392ZhKxi2vrI83rFwTTeXXP8onY7Z43B392Z77Yn8deRDNr5u3HPkHa0Pff3oFAoakQIQV6JiZTcUpJzSxjawR8vV0e+3JzAc78dBMBRr9E7zJv7h7anzGzF4KhnxsiONfZ7dqbFzdmBnqHe9Aw9J4SWuZzPbwiWmbwKU6EgVRpekk7CeycgNwGsJlnXwQVC+8EVT8r46BGDwdmjMT4KhaJRUaL2DFtOZPPi74c4lFpAr1AvhJALqM4Ts7kJsPd72Psd5MZL/6KYu6D/NAjsenkGXgVB7kFkFb1N2/J3+HFnCrOui66x/iLNzHf3L4fv72QjbkwTpXyr/GybPRar4GhaIdFtPAnzdeWf4zozvmfIeZaeszwxJoqpwyIpKDWRV2Iiv9REbkk5fm7SJaW4zEx8VjFrj2byY2wK793Wh6Ed/Zv6kBQKuya/xMSJrCJCvV0I9DSwKymXf/+0n5TcUorKKq+pn93djzHRQQzp4MdzE6Lp0daLbm28cHGqJhZsdVitkHUUMo/Ihck5JyH7zGtRFcYDR1fwjZT3qy7jwbc9BPeA4J6X3RijUDQEStQCT/1vDz/tOkVbbxfeva0PE3qGyMwpxgKZsvbULuljlLgJ0KD9MBgxE7pOrFOyhMbmrCU0Ld9IkKeNMXTb9IYH/mL7f9vxDa70EWUySYRenSLNjdzicr7fmczXWxLJKDSy6qkRRPi5MW1YZLVtdDoNrzOuB2G+F78/bVgk0/r7k5x0kmd+i2PG/DX8e9IApgxo13gHolA0E2ITc5m95CD7UvIBeOmG7tw5KAJfVydCfVwYFOlH6Bn3gVAfFyL95X2jU5AHnYJqYREtzoaU7ZCyQ/q+ntoF5YWV77sHgW8H6DgGvMOkO5xHiFzX4RECrn4q7JaiRdOiFIvVKsgqKuNUXilGk5VubT2rjFRQUm5m3dFMRnUJxOCop3uIO72HuXJrZBlOuT/BLwflSs+sOOBMyCv/zjB6FvS8VV4smgHBXgYAErOL8TLdSb7DwsowX1XhHsAYSngbA//AGb65CW76vGkGq6g3p/JKeXfVMX7Zc4oys5VBkb7MGt+VUB/XSzc+S1kRZByWme4yDsvpyvwUyEuGsnzCgIUAziD+0GC1h8wa5NcJgrtDUHcI6ib/VwsPFS0cq1Xwr8X7+CE2hWBPAzOv7kznII8KN4B2/m58dk//uu+gNA8SN8vFxwkb5O8SQNPL31vPWyC0v/zN+UbapZFFoWhK7EbU+rvCzi9n4ujgULEZnJ0IC/AFRwM4nNn0jgirmayCUspN5bT1dEZYTbyx7BB5RUY0YUGHFQcs5IR7Mr57EFaLmf3JOThrJk6lZ5KXm4OLKKG4jSMGkcf92celX+yOM4NxC5DZUbrfKF/b9AE3v8v6+dSHZQfS8DbfiqCMAscfaqxr1uBRjOwRFj5L2Aifjqab0HHQjlPstmZMFiu5xeUEehrQgD/2pzI5JpR7hkRU60tdgcUMafvkTTN5K6QdkG41Z3HyAJ924BUmE4Z4hYJnG7CUgzEfzZiPKM3jyMkE2uWl4JKwQb4HcqFJmxhoNxQihko/PXXDVbQQzobF0uk0nBx0PDyyA38b1RE353reUq1WSNsLcSvk7ODpXSCs8t4XPghG/x9EDJHRCJxq8bCqULQS7EbUBjga6Rf/iU11NSDggv9nwsVHkyo3HdALsAqNtpoLFmcPnFw9cXH0Btcw6Dha5qv2j5IWpmYsYKti+vBIZq34GB/zPZh0KTa1ma+Z+OzepfC/u9iKG3eJUn5RfrZ2gdliJbOojB93prBwWyKdgz356v4BtPF2YcesMdXnaAfIOg6Hf4WEjZC8HcqLZLlPO3mj7H2HtPoEdQPv8EtOVWYUGLln90ayi8t5cGg4j/cB5+wjkLpXiuWN78CGN2W85jZ9pLgN7QehA5pkRXVSdgm7knIZ3MGPIE9Do+9P0fLZejKb2UsO8fqNPekR6sVLN3SX7mp1pawQTvwFx5bDsZVQlA5o0qAy/J/QfoT8zTjY6EqmULRi7EbUHs43UPivTErKyik2llNaZkJYTHQPMoDZyCerDxGXkkl5uZH2gZ5EhXgT3daHyEBvmWpW08sbp+7Mq6ar+FtoOpLzTOQZLXRv693qYnNqmkaW41wcrMH4lz/Jycyi6vN5n0v4QJi+lkNvRfEzrvyfMMrID7W4gKvwXXUnp7ic3/edZuWhdL6eKrPQPb14H4t2JFfUGdbJn3uHRFT8X6WgzT4BB3+Gg79A+n5ZFhgtk4JEDJFpLusYSznI08DKp0bwytLDfLghkWWH3XjtxtEMuOomWaGsSIYKStgoRe72T2UsZwCPNhDWH9oNk+GD/KMaxN/vWHohfx5IY9mBNA6lFgDwvwcHE+RpYPOJLH7bc5pubb3oEOBGe383Fa9XYRPpBUZeXnqY3/aepq23S8XCrzoJ2qzjUsTGLZe/C6sJnL2kgaXTOOg0FtzUQkyForbYjagF8HBxwsOlaj+8ByeH1rlfDQgPcCG8zj20ADQTmc6vEmJ8l7mrjzH31mryel+IZxuGU8ynGHgRAyz9O1z7hs27ba3hu8rMFpJzSojPKiEhq5gIP1eu6hYMVE5dVoXRZGH14Qx+3p3C2qOZmK2CqCB3LFaBXqcxqksgbbxd8DA4MDwqgA5VPZyYy+VikhNrpOUnbZ8sDx0gA6hHX9+gVlIvF0fm3NSTCb3a8PRP+3h4YSwb/zVaruR2doeOV8rt7NjS98tFLik7IGmbzLwHciFL++HSMhU+SPoI1lIwnMgsYuzb6wHoG+HDrPFdGdzBj46B7mAykpmWzJEDezi4swhHzDhiwdXByts3dcfbxYEskyPOHr54ePrKONNOHvKhWdGq+WJTPG8sP4rJKnjsyk48PKJD7SIVCCFdCQ4vkVv2mfB5AV1g0MMy5WzYQBWBQKGoJ3YlahWNi0XLJt15FnNuPFardmUa3C2MpCKYuXM+lObgJGScW4WkpNyMq5MDVqtg/HsbOZpWgFVUvj85pi1XdQumtNzCsNf/Iibcm4GRflitgqScEibFtCUm3Ic1RzJ45NtdBHk6c/8V7ZnUpy1dQyp9Y8d1C2bcGXFcgblMLiBJ2Qkn18pFJeVFcvYitD9c9ZIUst6N+1h3RSd/lj8xnOMZRbg46TFbrHy5JZFb+oXicXbBpoOTnFZt2xcGPijLcuIhfh2cXAfHV8O+72W5WyCEDTjjstAf3ANlpj6DZ+VUrBCkpKWxN+4k4zsYiCzO4Od+B4lyzsWt9BQcToKtp8CYB5ZyrgeuB7hwJvdn+XKhbUygoZ3dp7OnzKZU1d9ObiAEVouJ5OxCjqXmkl5QipuLC/0jA2nr54kJPWbNEYOzAU3vKP2O9Y7yWFx8wMUXXH3BUcUAvpwIITiRWcTmE9lM6tMWD4MjhUYzgzv48Z/ruhHuZ6MvqxByluLgL1LIFqTIWcR2w2SmyU5XgU/EpftRKBQ2o0RtK8Oki8fgqKfQaMLZ0o0y/UHbGmrwL8qYOeZ1WPl//I4rk0UJRa1Y2Kbml/Lx2hP8dTQTHzcnfn1kKDqdxpVdAhkbHUR7f1fa+ckpbm9XOQNRVGZmTNdANp/IZsWhdAA8DQ7ERHgTE+7D6C6BLJw6kMEd/M7LDFSB1SpTV56KrdzS9lcu0PIOhx43S8to++FNntLSzdmBXmFy5feWkzL28/trjvHQiA7cPbhd1dYt3/Zy63uvFAIZh+XCtaRt8vXI7xe30TsjnFyxGgsJFWZCAf6SszJ9zryPd7jcgntI0VghRL1kYHm9I+gcK181jZOn0thzLJG4pFOYi/Pw0EqI9hCMbecCxgIyszJwzk/E0VyIg0lumqhcRKkDIs5sABQBmfJPxzPbJXFwkYtV/SKlj79/J/DrKK16nm1USKZGIiGrmPkb41l+MI2MwjIAIvzcGBEVwCOjOtruopKbKB/M9nwrF17qneXvcfSzEHW1fHBRKBSNghK1rYQLfVuf++0ggeXPker8JGbdKds7GvoYuPkz6peHWIMb14qSRhqx/ZJfYuKjdSdYsCkeIWBE5wCuOCcRwT/Gda62bYCHM6/d2BOQPnoGBz1erpVSx+Co54pO59gLC1LPF7Cnd0OZ9BPF0U0uvhr4ELSNkdZPrzC7ET3DOgXwyyNDeWtlHK/+eYR560/SM9SLz+/tj6Zp7ErKxWiy0L+db2UqXk2DoGi59btflhWmy4VnpTkydnRZPqkZGeyISyHJ5EhQUAhj+nbFx/9MHE6vMCkK6+A2EBkKkQOlte7g6QLWH8sk08UJBoYjhGD07BUUGs9dMCmY0suXOdd1wIqOl5bFMaBDEMM6B+Pm7AhWs3zgsJhJyMxl89FUSkqNlJSWUmospdRYxvTBwbRxLmPTvjhij56kq7uJTq7FhJemotu76II4pMFnFtr1l1ub3tJKrKgXxzOKGPv2Ohx1OsZ2C2JYR3+GdPAnzFdazS8paM1l0m9990IZegukRXbETOg6QWXnUijOoTHX2mhnM2ddbtzc3ERxcfHlHkarITW/lAGv/oxFyyHN+R9YnzcCoM2uvHiL50S1Zdc978gPuHAaQYeHt0JQtyrrtUS+35HE0z/tZ1Lvtjw5Noow3wYKrWPMl6L1VKwMqn5qFxSelu/pHGREgrZ9Zaistn0hoLNcDNkM2JGQw5ebEyg0mvny/gEATPtyJ6sOpxPk6cwdAyO4bUA4AR6XXuGdXVTGkNfW4O/uzOyJ3RgT3XSLEPNLTKTklVButmK2CkxmK37uznQOrr9o2XIim592pbD5RDan8krxdXPivsERPNLfA13Occg4dCbg/k6ZMQqkhTliiFxY1HGsPCfs5KHG3lkfl8mJzCLuG9oeIQRfbUnkmu7BBNYmSkb+Kdj5OcR+ASVZ0g+81+3Qa0qju/soFC2JmvSDpmklQgibnt6VqG3FuPynL0HlL1CkX0HmS++gaZrNolabrTFQ6PkJF9o4esANH6D9OPmiei2F3Um5ZBWVMzY6CLPFyvHMokvHga0Jc5mMC3t6V6UVNiuu8n3fyErf07Z95RR6C/O1PJ1Xyr6UfL7ZlsiGY1k46XXMGNWBJ8ZEXVRXCMHmE9kVqXk3HMukb4QPrk4tb7JJCEFsYi4frj2ByWKtiHxRXGaujINanCXPmYSNcHyVFLwAXuHQaYz012w/XFlxq+BYeiEvLT3MurhMIgPcWPHEcBz0tbDqWy3SGrvzczj8u4wj2/kaGDAdIkeqhwqFog40majVNG0V1bsppAgh7rRlR5dCidqmR5ut4WW6E2/zrcy5sQdT+ofXStQCBAuN1LAxkLyNVyljFmVYtZYjaq1WwfyN8cxZdoSOge788diwuoV/yj4h48Ke6wdrNcn33ALPEbAx0qWglfndncgs4ustifQK82JSn1BOZhZx/QebCPI0EOxpoNBoYm9KPt8+MJAhHVpPqKMyswVnBz2n8koZ9/Z6bujThgeHd7h4diA/RUa6OL5KLhYsL5IL0SKGSitup3Hg3/GyHIO9kF1Uxtur4vhuezKuTnoev7ITdw2OwNnBhtkOIeQsyv4f4cBiKEoDgzfE3A39p8o4zwqFos40lKi1xczxmhBiVZWD0LQbNE3zAhYBeqAYmCKEKNc0bT4QDSwVQrxky2AUTU++w7doODA8anSd2qdpAu75Hf6cyTOxC+iDnttbiJ9tbnE5f/9hL2uOZHB1t2Dm3NTTdkErhIxIcHgJHPoNMg/Lcid3KVoHz6h0I/AKbfXWnQ4B7jw/sVvF/86Oem6MCSW9wEh6gRGjycqrk3swqH3LSoxyKc4KLr2mMaFXCN/vSOa77clM6BnCwyM7Vro9eIVCv/vkZi6HpC0yI9XxVbD833IL6CL9O7tOgOCereKcyy4qo8Bopr2/G7klJn7YmcJdgyJ47MpO+LrZkMY565gUsvt/kAs09U7SCt7jJrnoq4XNnigUl4uG8rO1xVI7piZRC7QBjgkhVmqa9hHwJ1IsTxRC3Ktp2ufAq0KIGuNIKUtt03Phk5HVKnB8wQOrVlxRVlW96soeeN6JDzBQBPiOeBoGPNhss7PlFpdz7bsbyC4q59nxXbl7cIRtQdbTD8mVz4d+lSufNZ1MbtB1AkSOkAkGmokfrML+SMs38tmGk3y7PQmTxcrWZ67Ez/0Sfsh5SXD0T/mAlbhJTpd7hVcK3LABLeacFEKw/lgWf+5PZXtCDiczixnVOYAF90k/7pzi8kuL2YLTcOAnKWRT9wAatB8mo4p0nSAjaSgUiiajoS21NSKE+PCcfwOADOB24H9nylYAVwAXiVpN06YD0wGcnGx4alY0Ko9/v4fAshdIc34aNFOt23+mmdgpLPwHZyatmwOb3pXTc0P+1uwWTfi4OTGlfxhjugbRve0lwmIVZUhrzt7vZKIDnYNMIHDFE9B5PLgH1NxeobCRYC8Ds66L5pFRHdkWn1MhaL/dlsRV3YLwr0rgeofLmMADH4TibIg7I3B3fApbP5DuL13GQ9froN1wGUu4mfLk93v4Zc9pPAwO9G/ny819wxjSofLBulpBW5IDh3+Tv+OEjYCQMyrjXoFuk+uccU+hUDQtDbbKQtO0wYCPEGKrpmkPAGfjROUAMVW1EULMA+aBtNQ21FgUdWN8jxCW7O2Mn+lhsh3frVMfezQrkylFPLwLNr8LO+fDjs/kDbPHLdK/z45zmO9OysXN2YGoII8qFyxVYDHL6d1dX0pfRmGBkN5w9RzofqMSsopGxcfNiau7yyQcSdkl/OfXA7zyx2FmjOrA/UPbV50uGeTMSZ875WYsgOMrpcDd9z+IXSBj+HaZAN0nyQezZpDhauvJbHqGeuHq5MA1PULo186XW/qF4eRwicVf5SVS4O//Uf6GrSYZD3jkM9K9wK9D0xyAQqFoMBpE1Gqa5gu8B9x4pqgIOOts5I6MSa6wc67uHkyew3d4m2+jXJdYv84Cu8ANH8Kof8PWj2DvIjklb/CS2a163CJDEdnRtOfh1ALu+Xw7kQHu/DxjSNXuBrmJsPtrGY+yMFXGDR3yN+h1GwR2bfpBK1o94X6uLHtiOK/9eYTXlx1lwaYExkYH8fexUTW7Jhg85QNY9xvBZISTf8nf6OHfYM9CmeGs6wToNgnaXWFXAje7qIwle0/z8+5T7E3J57kJ0dw3tP3F2fYupDQX4pZLIX98NZhLZXrmgQ9K94KQXq3C11ihaKnUW9RqmuYE/AA8I4Q4q4RikS4HW4FewNH67kfR8FTlmJ3v8C1O1nb4mh7gnVVxNVsrbcErFMa9DGNmy1XZ+3+Q/mq7vpICN2wQRAyWfqdt+ly2qc+TmUXcNX8bbs4OvHdbn/MFbVkRHFkq3QtOrpVlncbC+DflqnJ9ywsrpWhedAx057N7+rH5RBZfbU5kxcF0/nNdNAC/7jlFcZmF63u3qQwJdiGOBhmWqvM1UuCeWC2TCRxYLGcjnL1kqLCoa+TrZfIrLTdbmfFNLGuPZmK2CrqGeDJ7Yjem9A+rusHZDHXx6yFumQzFZTWDRxtprY6eKCNE2NHDtUKhqDsNsVAsBHgF2Hum+OxisQ3AauAaYJAQIr+m/aiFYvaBNlsDocPbfBfrH5pLj1CvWof5OresSspL5A3m5F+QuAWyz7hbOxiktdO3g5z68+so//ZqKzNFNZKl6FReKTd/tJkys5XvHxxMx0B36V4Qv1ZOyx7+HUzFcnFN79vlzdC7mpuoQmEHWKyiIs3y9K92suJQOh7ODtzUL5S7B7ejvb+N8WtNpfJB7ugfcHQZFGeAppezLJ2vhc5Xy5jKjYjFKtiXkkefcCmkH/l2F6HeLkyKaXtxrGgh5ALN+PWVW/GZPMV+HaHLddB1onyArkPGOYVC0fQ0dJzaH5ALwKpijxDiiWra+QBjgfVCiLRLDUSJWvugKmHqPesOjLq9lOkPNoyovZDiLBmCKHGLDCKffQLyk4EL+jB4gas/uPlLC/BZ0evXEfwi62w9entlHJ9viufHKW3oXBILJ9dB/DooyZb77DYJek6RVmV1I1Q0M4QQ7E7O46vNCSzdn4rJIvjbqI41pnOuEqtVJgs5+oeMpnA24UNAlzNW3mtliLoGsnoKIVh9OIPXlx8hPquYv/4xklCfKrL3FaSeI2LXnbl2IF2DIkfIJBTthze7xaoKhUKiMoop6syFwrTQaKLL7AU4iCByHD+g8MUVVdarrqzOmIyQmyBjQxamylXbJVlQnIWlKAtdQRJaXpIMT3QWg5e0pnqFys1KFGcMAAAJSklEQVQ7DJw9ZTQCnR50DpjRcTgpjf3HkxjcRk97NxMlBVnoT8fiXJgk+/EIkZmBOl8j3Qsca5E2U6GwYzIKjXy3LZk+4d4MjwogJbeEzzbEM6lPW3qGetkWtu4sOfFyxuXonzJUmNUMbgEQNU66KXQYVaeMZlarzB737upjbE/Iob2/G/8c15lrugejlebKMFun91S+5p3xenPxgXbDpICNHCkfdpV/rELR7FGiVlFnqhKmuufdCCh/GoO1Fz89fAV9I3wbX9Qipx1LTRbcnR3ILipj5o/7OJpeSEpuKUGeztzWN4Q7oqwElCVL8ZubKDMr5SfLzVijxwsCDc3gBS7eEBgNkaMqY8mqm6GiFbDsQCqPLdpDudlKZIAbk/u05aa+YQR71fJBrjRPJno4+qeMJFCWD3pnCB8kXYr8oyCgM/h3ljMtVfy+rFaBTpjJyspgytxldDQUcn+Xcvq5ZaLPjpOJEApOVTbwaScjjoT2k0I2qIeaSVEoWiBK1CrqTHViVROuhJS9S4RnO/54fBg+bzhXWe/CstqQX2JiV3IuuxNz2ZWUx57kPG7qG8rzE7thsli54YNNRAa40zHAnd3JuayLy+TjO/syrlswpeUWjCYLOk1D04EGOJiKcKEMYTEx5eONZBeUMDTSi6t7t2dgdCR6g5e6CSpaPfmlJpYdSOWnXafYFp+Dk4OOHc+Owculjj7sFhMkbpYCN2mLFKOmc67tDgaZmUvnAHonyoWe4rIyXCxFGITx4v6c3MG/kxTEgV2kkA3p1epSSSsUrZUmTb6gaPmcjZJg9fyUQuNs9qZUbQGtTZo7q1VwPLOIrKIyhnTwB2DcO+tJKzCi06BLsCc39GnDyM7SndtRr2PpY8PO6yM5p4SQMxalj9ad4N3V5+f38HNzYsszV+LkoGPmreMI83UlyFO5EigU5+Ll4siU/uFM6R9OYnYxsYm5FYL2ye/34OPqROdgdyID3Gnv74afm1PNbgp6RznjETlC/m+1Sgtr1lHIjIPC02AxU1BSwr7ELNJyC9HrdQQHhjAwOhKdi7d0JXIPlBZezzZq5kShUNiEstQqziP4v8EVwjTtHxev78svNeHl4lgnq+yHa4+z9kgmp/NLSS8wYrIIwnxd2DBzNAB/7E/F28WRnmHeuFcXeqga1sdlcjyjCIFcYCIECASTY0KrzrKkUChqxGSx8tDXsWw4lkW5pdJ3/db+Ybx2Y08AisvM1YcJq4G/jmTwwFc7cXLQ8cCwSB4YHlnr37xCoWgdKPcDRaPj/n+jMOlSKNcdr1bUCiH4MTaF63q2wcVJz5xlR9iVmEuIl4FgLxc6BLgRE+FDhwD3Jh69QqGwFbPFyuk8IyeyiojPLKZ9gBujOgeSnFPClW+tY3TnQCbFtGVU58Aas3gdTSskr6ScgZF+FJeZmbv6GNOGtSfQQ82eKBSK6lGiVtGolJSbiXruawQWUp0fx/r8xd+byWLlP78e4Lvtyfznumjuv6L9ZRipQqFoLE7nlfLphpMs2XuarKJy3Jz0xET48NyEbjLWM1BoNLFkbyrf70xmb3IePdp6seTRKy7zyBUKRXNCiVpFo2P4TzRB5a9h0hL/v717CdGqjOM4/v3bVHQxLyl20cqKwIVlKVZWZpFRC5OymkUUZAsLi6ACjVbdiaBN0GI23bCIiIjCyEJNkQSzRRESRReyCDPNKS1yxn+LOco0zbyNRj3nzPv9rN6H4cCP5/+eOX+e9znn8PiCBVw9/YQDKy7dv+9l6YqPWP/5du687EzumX8Wo0a5J04aiXp697H+i+2s3rKNTV/v4MXbzmfi6CN5dsNXPLZyC3t7k7MmHcuNs6Zw7bknt351ryQNYFOr/1w8GBzdM5cxPTdwRE5l2onH8fbdl7B15x4WP7eJL3/czWPXTefGWb55S2pHr23eyiff7WLhjJOYMWXswT0DV5IqPv1A/4s9HevY07GOz27vZufuPwDo6U3+6NnHC4tnM+fMCYUTSipl0czJLJo5uXQMSW3ElVodklZPSejp3UfHYT7/VZIk/TtuP5AkSVLjHUxT63KaJEmSGs+mVpIkSY1nUytJkqTGq82e2ojYB/xWOkcNdQA9pUO0Aee5eaxZvViPZrJuw+dclXFUZg5rEbY2Ta0GFxEfZuas0jlGOue5eaxZvViPZrJuw+dc1Z/bDyRJktR4NrWSJElqPJva+usqHaBNOM/NY83qxXo0k3UbPueq5txTK0mSpMZzpVaSJGkIETE+IuZHxITSWdSaTa3aVkRMioj1/cbTIuKNkpnUWv+aRcQpEbE2IlZHRFdEROl8I9mAuT8vIt6LiA0Rce8/HOd5VUMRMSYi3o6IVRHxekQcUTpTHUXEOOAtYDawJiImFo6kFmxqa2jAxePwiHizungsLp1tpKj+UT0PHFONzwCeBMaUzKWhDawZsAS4IzMvB6YA00tlG+kGmfungVuBi4FFETF1iOM8r+rrJuCpzLwS+AG4qnCeujobuCczHwXeAc4rnEct2NTWzCAXj7uAzZl5EXB9RIwuFm5k6QU6ge5q/AuwqFwcDcNfapaZD2TmlupvxwPbSwVrAwPPl/GZ+W323ZTxE3DcEMd5XtVUZj6Tme9Ww4nAtpJ56ioz38/MjRExl77V2g9KZ9LQOkoH0N/sv3js/7luHrC8+rwOmAWs+f9jjSyZ2Q2w/xfrzNzWf6z6GViz/SKiE/g0M78vkasdDDL3GyLiTmAHcBrwcbXFoP+K7EuZ2TXgONVMRFwIjMvMjaWz1FW1takT2AnsLRxHLdjU1swgF49jgO+qzzuASQViSbUUEacD9wFXlM7SZpYAlwEPAU9UK7YLy0bSwYqI8fRtJXE1vYXq+700Ih4GrgFeKRxJQ3D7Qf39ChxVfT4WayYBB7bqvAwszsxdpfO0k8zsBT6rhitKZtGhqW4MexW4PzO/KZ2nriJiWUTcUg3HAj+XzKPWbJDqbzN9N2MAnAN8XS6KVCvLgVOAp6unIFxaOlCbeQRYlj7svKluo++mpweq86ezdKCa6gJujoh1wGHAqsJ51IIvX6ipiFibmfMi4lRgJfAeMAe4oFolkSRJUsWmtgEi4iT6Vmvf8WdWSZKkv7OplSRJUuO5p1aSJEmNZ1MrSZKkxrOplSRJUuPZ1EqSJKnxbGolSZLUeH8CZ9qDR8IOXuUAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 720x576 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "vl.draw(s)\n",
    "vl.draw2(s)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 720x576 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAroAAAIzCAYAAADvQroJAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAAIABJREFUeJzsnXd4lMXWwH+TSgiEEKog1Ugx1BClhBLpAQHBACJiEJEiIF69chWlXil6EREVLoqCHUQU8EMTQglJMFyIElCKiPQWSnoI2d3sfH/MZtN2k02hOr/neZ/sO3vmzJx39s2ePe+ZGSGlRKPRaDQajUajudtwutUd0Gg0Go1Go9FobgTa0dVoNBqNRqPR3JVoR1ej0Wg0Go1Gc1eiHV2NRqPRaDQazV2JdnQ1Go1Go9FoNHcl2tHVaDQajUaj0dyVaEdXo9FobhBCiEAhRM9iZGYLIbxKoLOZEOJ/Dso2EkI8JoToKoRYL4RoLoQYIYR4QAix3tE2HWyrvxBClKG+uxBinBDCxXLuI4R4XQjhKoRwLiArhBD9y9pnjUZz96MdXY1Gc0sQQrwkhDgthDguhHjEUjZbCLEwj0ykEKKv5fUEIcRFIUScEKJRHpm5QohLQohtQggfS5mzEOIjIcRlIcQ6IYS7pdxTCLHBIr8sj45aQoidFv2vFehnTSHE2VKa2RXoW4yMB/Clpa0/hRC/WWw8bPm7XwgRkUf+OmC0yPcSQqzNY3N3IcTDeWQTgdeBqoAJeBKQQFsgo5Q2FUII8TowgDzfKUKIpkIIoxDiiI3jihDi3QJqhgO9gGzLeTbwElAZ+EUIUSOPrBMwsOBYaTQaTUG0o6vRaG46Qgh/YBTQFBgCfCyEcC1CviUwA/AHpgDvW8r7A4MBX2Al8IalygSgIVAX+BWYaimfDSQBtQEnIcQwS/n7QKRFvpMQor1Ff01gg6W8NBhRDmZRvAZ8AyClvF9K2VJKGQDcI6UMkFK2llL2KkJ/gBDiE+BD4MEC7d2HcqJ9gVqAt+X9h4GfwRoddSuVdap+b6CJlHKClDI7z1sm4JyUslnBA3W9s/PocAUmAs8BI4UQ3ihH/LqUMhH4J9BBCFHFcp2ypZTjgWaW9jUajcYm2tHVaDS3Aj/gspQyU0oZj3JiKxQh/yjwmZTyvJQyFqguhPBEOcnvSylTgTVAF4v8EGCRlNIALAMG5SlfKKU0W8oftThZwcBbFkdtRR75Z4C55WOy1anMZ6eU0iSl/NzB+kuB/wPaCCEOA25ArJRyjJTyGSnlm8AFIcSTlipNgfuBhUBNwIz6sTAAGC+EiAdSgX+UwazpqB8fBSnOwc/7/iJgFVAfmAl0Qjm9PkKI7ShH9xGUo56XyZb2NRqNxiba0dVoNLeCKFSEbrkQoo6U8kMpZVoR8vcCB/Kcnwca5C2Xaj9zo8UBzlueAuQ89q4OHLW8PoWKdFZHRR4zCpSDcorDSm8mAC8IIZKFEMlACnAVrCkRUUKI7UKI5y1lDYQQD9hTJKV8HuXwxUspm1v0dRRCvCCEmCyEmAK8h3JmAfajItv/AY4BDwAXUKkMAcDjQJTFQS4xQohawBXLNS7U3WKqS4sOF2Ag8Cyww/LXD5WikQL0klL2RUW+a+VToNq9aom8azQaTSG0o6vRaG46UspTqKjdfcBRIURonrcnW3JlL1pkAJxRkcccMlDRvYLl14AqNspdct63OMRF6cgpJ49sWVgipfS2HF5SSk+L7ktSyq7AZ8A9FtleqJQOgEqWHN3fhBAzCuj0EkL8C9gLvAKkoxzDTOALVFQUoAPKcbwGfAeMAUKAg0BLVAT1rzLYVhPlONtCAnWEEPEFD1RqiQQV0UZ9DiYA30opd1r6eski840Q4mfgW6CbjXYuWPqh0Wg0hXApXkSj0WjKHynlb0BvIcRAYI0QYrflrfellK+AmoxmKUsi/2NrD9Rj+OLKc6K0OekCZiGEsDiwxem4meTkq5ryvE635OoCIIRwAh4DRqJyhpOBnsB/gRN5dLUCPC2vA1G5r36o6O5zqJSNTFT6gkQ5y6XlEip6bgsJnJdStin4hhBiNvlTVeoDy4Exloh2H8v7vwLrgJ2oNIX3bbRT19IPjUajKYSO6Go0mpuOEOKNnCiulHIT6pF1yyKqxAEdLXUF6tH8uQLlFYFGqNSAvOWNUBFNUOkM7SyvA4CzlpSFLMtjeGt52a0sGXnat4klr7gOyrE9LKVcARiA31CT8HKOVCml0VLnGZSjOE1K2RHlwG8DfgCGoVIXIiglUsoEoKYQoqqNt4v7fsm7FNlLgDswDxglpXxHSrkAWAt0R+UlmymQ92tpt4aUUju6Go3GJtrR1Wg0t4LTwNNCCA9LfmVLVMTRHj8Bg4UQQ1AT165KKc+gHmdPtcy8fxvYbnHyvgb+LYToBixGrZwA8BWwRAjRGeVU5ZSvBZYLIboCr+Ypv1kMB+YXJySlfBc4UqDYhEpdyDkKpltkAH0sEXM3wCClvIa63slSyotl7Ps7qLzgghS3pq71fSnlFClla+AFIF4I4Wd5609U6sV6KeUMCk9we9/Svkaj0dhEpy5oNJpbwSeoyOlfQBYwR0r5p7Cz34CUMlUIEYKaVJWFenyPlPIvIcRzKCfxHDDeUh4lhFgEvIuK4s6xlH8uhLgX9Zh8Oyo6CvAmsAD1WP8zKeX/lcYoodbrNVqir/ZkBOAmpcyyFHmjJsQtBh4qSl4I0QQV4TTmEWmLWlUhhyoFVKxFpQbch4qMjhJC1ANcgStCiBXAS1LKdMctzUVK+a0QoqMQ4r/AxDx5zc5YcnRtVKuN+tGRY+MPqCj9biAW2CuE+AdqPBehUlw+AX4UQnRA2f9f4IKUslw3vtBoNHcXonzmWmg0Go1GCLEXlTNaVI6vE5AgpWxrqRMOfAA8jVpJomBdgXqs3xm17NlbwOtSyo8skeynpJRPWoXV5haNpJRGS3rI06gJcRss6+XuQEXCl1j0Lgd2SilXl9H2HlLKbXnOmwBbpJQNbcjOBnwsq0gghKgDXJJSmoTaBe1nVOT6RSnlVSHEdNQybx9KKZ+z1Z5Go9HYQju6Go1GcwsRQlS0pBJoLAgh3CxrIOctuwe4WE4rYWg0mr8J2tHVaDQajUaj0dyV6MloGo1Go9FoNJq7Eu3oajQajUaj0WjuSm7rVReqV68uGzZseKu7odFoNBqNRqO5Tfjll1+uSClrFC95mzu6DRs2JC4u7lZ3Q6PRaDQajUZzmyCEOOWorE5d0Gg0Go1Go9HclWhHV6PRaDQajUZzV6IdXY1Go9FoNBrNXcltnaNri+zsbBITEzEajcULazSaMuHq6oqPjw/Ozs63uisajUaj0ZSYO87RTUxMpEKFClSvXh21BbxGo7kRSClJT08nMTGRGjUcmtyq0Wg0Gs1txR2XumA0GqlUqZJ2cjWaG4wQgkqVKumnJxqNRqO5Y7njHF1AO7kazU1C32sajUajuZO5Ix3du5mTJ0/e6i5oypHjx4/f6i5oNLcPWVlgNhcuN5vVe3cL587d6h6UL1LC2rWFy02mm9+XG01m5q3uQfkgpfprNue+Lg1GY9nq3wbccTm6dzNvvvkm999/P3o3uDuDCxcucPDgQdq3b0/lypVtyixfvpwBAwbQtWvXctGn0ZQLFy7AwYPQvj3czM/aE0/ApUtw+DD4+kKFChAXB23bQoMG8MUXt1+fHeHoUUhMzD0fPhzeew9q1lTn2dnQsSM42YktHT8Op05Bp07g7n7j+1tS4uMhPFzZs28fXLwIJ07AmTOwdCk89NCt7mHZWLAA2rWD3r3h0Udhzhzo0KH4erfzuO3dC+++C507w7ffqv716gWtW6vPqpQwdKiSXbMG0tLg2WfhySfhypVcPSYTrFwJN9svOXMG6tUrF1U6olsKZsyYQadOnRg8eDDp6emAmiRXuXJlrl+/DsDo0aMZNmwYAI8//jijR4+2KZfDyZMnOXPmDEOGDAEgJSWF7t27ExQUxPfff1+i/sXHxxMfH18WE62kpKQQHBxM7969GTx4MAaDocw6ExIS6NKli/XcaDQyYMAAAgMD+eSTT0qlMygoqMz9KglHjx5l+PDh7Nq1i27dumEwGGzasWDBApYuXYrZVhSrFPrOnTvHvffeS1BQEEFBQVy+fLnEY/Tcc8/xww8/AHDixAn69+9Ply5deOmll8rhymjKREoKBAerL9zBgyFnLJ95RjlKb7yRK5uQAHnuI379FXr2hMBAePttVWY0woABqizn3jp6VDliu3ZBt26qjdOnISgIuneHcePUl+CsWaosKAiaNVPOgC1stWGP9eshOlp9+a5ZA5GRyuGNji7aybXVZ3vtHj4Mgwblnu/bp2S6dlUOjD3syRmNqr/nz9uve/Kkqh8fr45XX1XyOee//qqcXVvs3AkTJ8KWLdCvnypLTlb9CAyEn36y3z9HbRs/PncsGzaEr7923DaAzz+HIUNUVLd5c9XPevVg9+6inVxb/YuIUP3o2DG3H3v3KplWreDjj4vusyO2OVp3zx712Xd1BTc3uHxZ/aDKcXKNxttv3Byt+9BD6v/AxImwbRt4eChbnJzgq69UfYD/+z/YuBHCwmD1anUfhoXlHlu32ndybdlrC1vjGxOj7v2gIOjRQ5W9+ir06aP+/+zYYV9fSZFS3rZHu3btZEHOnTtXqOxmsmvXLtmtWzdpNpvlsmXL5Ntvvy2llHLNmjXSxcVFhoeHSymlDA0NlU2aNJFSStmsWTMZGhpqUy6HuXPnykOHDlnPd+7cKV977bVS9XHVqlVy1apVJa43btw42a1bN+sxZ84c+cEHH8gtW7ZIKaWcMGGC3LhxY5n0JSYmyj59+si2bdta5d5++205a9YsKaWUwcHBMjU1tcR979atW4nrOMrAgQPz2bFixQq5bt06eezYMSmllI899pg8cuSIXTuWLVsmo6KiimzDUX3r16+Xy5Yty1e3JGMUFRUlBw8ebD0fOnSojI2NlVJKOWzYMLljx45CdW71Pfe34oMPpLSMpZwwQcqNG6Vcv15Ky/8P+fTTUh49KmViopR9+kiZ5z6SnTpJefq0lGazlB07Snn8uJRvvy2l5TMkg4OlTE2Vct06KS2fNfnYY1IeOSLl9OlS5vz/6dtXyv378/frscekPHvWdp9ttVEcgwZJeeKEet26dfHytvpsq91jx6Ts31/KvP8Pxo2TMiFBvX7gASmTk223YU/ujTekfOed4vt4+bKU1aqptnOOBx6QcuXKoustX57bVrt2Ul6/LuWUKVKuWiWlySRlUJAaU1v9c9S2HLKzpezVS8r0dMdtS0qSskoVKXfskHLSJDVup0+rz2dx2Opfy5ZqrDIzpWzSRP0dPFh9vkwmKZs1K7rPjtrmSN0ZM6Tctk3K//xH2bdwoZT+/ureqllTjWHO/ViQWzVujtadMUPK+Hgpw8Ol7NFD3SP/+Y+U//1v7v8TKaUcP17K4cOlfPJJNQ4//yylr6+y3d+/6M+HLXttYWt8335byh9/zC/3zDNSvvKKlL/8osajCIA46aAveUenLrzwgvqxXJ60aQNLlth/Pzw8nH79+iGEoE+fPhw8eBCAsLAwJk2aRFhYGL179wbAzc2Nq1ev4urqaq1vSw7gr7/+onnz5gC8++67rFq1iuTkZGJiYli3bh0eHh6EhISQkZGBr68vq1atIjMzk6FDh5Kamkq1atVYt24dM2bMsEaAP//8c7Zt22bTjtmzZ2M0GomOjiY1NZWwsDBWrFhR5LW5fPkyNXMexZVSX2pqKmvXrmVQnohLZGQkCxcuBKBr167ExcXx8MMPF6p76dIlhg8fjtFoxM/Pz25/ExMTCQ0NJTk5mXbt2rFo0SK6dOnCkiVLmDJlCu+++y6ff/45y5YtK1R39OjRNG7cmIiICLKzs9m2bRsbN2602Y7JZGLz5s0kJSXh6+tr144OHToQHR2dL4pdkJCQEIf07d69m23btvHRRx/Rt29f5s+fz3PPPWfVU9QYGY1Gnn32Wfr168fGjRsZNGgQR48exd/fH4CaNWuSkpJit4+am0CeseTyZfWo+KuvwPJ0iN69VSTkscdUdC1v5DIxMfdRX7VqkJqqIqaWzxBdu6o0gZAQ9Thy82ZISlJRlXnzcvVcvQrVq+ee790L994Ldeva7rOtNmzcv+Ss3pHn/2Gh952cwNlZPRZ///3cyLStPttq189PRY379MnVm/N/wmhUOipWtN2+Lbk//4R33oFp05T+gADbdXPsCgrKL3PxItSqlV8uNlaN4csvq/MJE1Re6FdfQaNG6hFzVBTMn6+uRdOmKmJsq3+O2pbD+vUq+ujp6bhts2eD5X8EAKGh4OICR46oR/cVK0LOU8eCthXsn8EAlSrlpp64uyvbq1WD/fvV67yfvYJ9dtQ2R+s6OeWmk1y7pqKNL72kIqm9eqlobc6E3JswbtnZ15DShIuLl33bHB3zrl1h6lQYPRrGjFFpCm++CfXrw7/+BenpaiycndXntkIFdU+5u6u6LVuq/0FeefpS8BrYsrdRo8J9sTW+u3erlIrp09UTq8mTVSTXZFJ6p061bVcp0KkLJSQhIQEfHx8AGjduzIABAwCIjY3l9ddfz+dYtm7dmrVr19K6dWtrmS25gkydOpUlS5YwevRoIiMjqVGjBhcuXGDKlCls3bqVkydPkpCQwKFDh3ByciIqKoqnn36a9PR0FixYwCuvvMIrr7xSZBsAx44dIyoqiiFDhrB9+/YiZWNjY0lKSqJDEXlLjujz8vKiSpUq+coyMjKoa/kS9fHxISEhwWbd6OhoWrZsSUxMDF27drWbDjB//nwef/xxoqOjSUlJYevWrbi5uXHgwAHq16/Pb7/9ZnXubJGenk50dDTNmjVj3759Rcp98803NGjQACGEXTs8PDzIdGCCgyP6goODiYyMZO/evcTGxnLgwAFr/eLG6LPPPuOBBx5g2rRp7Nmzh/fee4+QkBDmzJnDDz/8QFhYGD1yHiFpbi2xscqh69ABMjJynUwfH5Wy4OUFBe4jAgOVc/jVV+oLp1Ur23VBfcl9843Ki827ssbatcpZrFMnt+zdd2HKFPt9tddGQd58U9nTrZv6Qn3iCfUFe+yY+tupk0pNAPVlmePk5lCwz7barVnTfq7k4sWqTXuOti25uXPVl/rIkSqVw97/g5071Y+OK1fyP/aNj4dFi+Cpp3JlO3bMdRRySEhQX/rNmqlzFxflhOS1rSg7HLVt5Url9IDjto0YoVJacvj0U/UovHVrlbebN7XOlm15+1ejhvrcrlmjPqs1a0LVqurabd6syizpezb77KhtJa0L6nO4YAF89lnu5Ku898YNHrfs7Oukpu4hJWUXWVkXirejuDHv2VOliVy/rpzh+Hil5/XX1Xj26KF+eBRcWeeLL+Cvv2DDBnU/fvZZbgpVwWtQlL15sTW+Tz+tHNrYWFi+XP3AbtFC5Tw7OSln+/Bh2/pKyB0d0S0q8nqj8PLysubl7tmzh507d9KnTx+uXLlCSEiINdcWwN/fn9WrVzNixAj279/PgQMHCsnVs0RgPDw8SE9Pp1LOh6YArq6urFy5klWrVpGYmEhmZib+/v60aNGC3r17c//999O3b98S2fKU5Z9v/fr1MRgMjB8/nj/++MP6fvfu3Zk5cyaJiYlMmTKF9evXl4u+glSqVInMzEyqVKlS5DUIDg5m+/bt9OrViw4dOuBkZ2LHoUOHmDBhAgDt27fn8OHDNG/enB9//JEePXqwadMm/v3vf9u1IzQ0NJ8dgwYNyhfpfOKJJxg3bhze3t58+umnjBo1ir1799q148SJE9ZxLgpH9HXq1Al3yxd527Zt+fPPP2nVqpVDY7Rv3z7GjRtH7dq1efLJJ3nttdf47rvviImJ4T//+Q+hoaF2r73mJpKYqBzLnLGsVCl3Jnh6uu1VC0BFenbsgJkzVcRGiNy6VarkRnAAvL2VwzJqlIrYtm+vonOLFqmcvBySk9Xksfvus99fe20U5PXX1QHqCy0mRn2htWmjHN/iKNhnR9sF+N//4Mcf89vmiNy+ffDhhyq/8ZFHVC5x27aF6yUmqklMoaHK6c2hRg31A6S4H5ANG8J336mc64sXVYQsh7xjbssOR207cgRq186N0DlqW/v2ymHKi5Tq85Wdnb+vtijYvw0blKP8+uuwapUqW71aOYwAAwdC//7QpEnhPjtqm72ygmRmKgfwl19y82GjotSTggcfLLpNKLdxM5sNpKX9AmTj4lKVtLRfMZnup2JFX8QfRwvb4eiY79mjHNBFi+CBB1TUtGVL5Vhu2KBkCq6o8Mcf6n585BGVv9uzZ2FnOAd79hbE1vh2764cZReX3GjwP/6hntYkJCiHePNmlRNeRnREt4QEBgYSYbnpd+7ciYeHB+Hh4UyfPp3IyEief/55wsPDAeXo7t271xo9tCcH0K9fvyKdlI8//piQkBC+/vprPC2PYfbv309gYCBbtmwhKSmJ6OhoQDnN165dA1QOtj08CzzOWbFiBZGRkdZj5syZGAwGhg4dyoIFC2jQoEGR18YRfbZo164dMTExVpvsrToRGxvLqFGjiIiIYPv27fz111825fz8/Ni9ezcAu3fvxs/Pj7Zt23LkyBH8/PzYsWMHLVq0cNiOjRs35rNj3LhxTJw4kaioKACSk5Px9va2a8eGDRvypanYwlF9ffr04cKFC1y7do0tW7bQokULh8fI19fXutxZXFycVbZNmzacPn2aF198scg+am4CBoN6xLhggYpcgpoNbvkcsH+//YkhOY8PQUXp7NWdOFF9mYNyZL29VfR4xAg1qStvpHjjxtyJNvZwtH85rFmjHpPbW4HAFrb67Gi7J0+qlJCvvio64mlLztdXpVGAerxv7/7KcQTOnFEOiLe3OnImDxa1HvWgQSqaaDar6Junp4qqx8Xl2tagge3+OWobqGj94MG5547aVpBt25Tj1K6dcoCvXLG//JSt/rm7q8fXrVrlTqY8cECNa3KyWlkj53oV7LOjtjlat2pVdd/k3fnxqaeUEz52bNF1y2ncpIsT6en7MZuv4eLijZOTK25uNbl+/S9Vvuar/HaUZMxfe02lPX3xhZpsB+r6GwwqtQlyl4jbujV3KbGxY9WYjB2roqr2Pr+27LWFrfHt3Fk5xwkJ6keXr6+STU5WqS3u7vYd55LiaDLvrThux8loZrNZTp48WXbs2FEOGDBApqenyx49esh9+/ZJKaXcvn27fOyxx2RoaKg8ceKEbNKkiTxx4oQMDQ21KZdX79ChQ2WCJcl8x44d1olIUqrJaX5+frJz586yY8eOMiYmRiYlJcnevXvLjh07yocfflgmW5LSr169Knv06CE7deokd+7cadOOWbNmWSceFTV5bdmyZdLb29s6EWvNmjXy7NmzcurUqaXSl0PeyWMnT56UDzzwgHz++edlQECANJlMMi4uTi5YsCBfnePHj8suXbrIDh06yEcffVQajUab+q5evSr79+8vAwMDrf3cs2ePDA4OlmfPnpX+/v52+5UzbgVtKsjx48dlYGCg7Ny5s5w7d65dO6Kjox2aVOiovu3bt8umTZvKli1byvfee09KaXuMDh48WKjd1NRUGRISYr2GZy2Ti2bOnCk/++wzu3271ffc34ply6T09s6dzLRmjZQpKVK2aiXlP/6hJnLknXxScBLmU09JmXfi48mTasLK889LGRCgJoMcPy5lYKCUnTtLafmsyWnTpKxdO7fdyEhVPmKEmhiSw7ZtUlo+d0W2YY/du6Vs1Ch3YpmUhScfSan6+OKL+c8L9rmodvNel2HDpGzYMNe2I0ek/PJLNcEtL7bkDh6U8uGHpXzoITVhJ8//nHx8952atHPwoJoUmKPjuefU+92758r+/LOUb72Ve75nj5QPPqjq5Uxc27NHjfmzz6rJdfb656htUqrrd+VK7rmjtkkp5Zw5Um7frtoLDpby3XelPHVKyq5dlY3R0bZts9U/KdXEqryfgZUrpaxTR0ovLylfeMF+nx21zV6ZPXImo507pz5jzzwj5ZAhuZO+bNlWDuNm7tZNGju3k4mxH8lrK9+Q1z5bKFNT46zH1avh0ti+pTQlnM5t1941LcjPP6uJXVKqCYSTJik7p0xREwn//W/13l9/SfnVV1K+/76UBoOaiNetm5Q+Puqvt3fuZ8PWNShor60xsjW+X3+tJr21aZMr/8cfaiLs8ePq/8Lu3XaHjBJMRrvlzmxRx+3o6N5Izpw5I7/88stb3Y1iMZlMcsmSJeWq89y5c3Lt2rX5nPXSrBxxqylox9tvvy0NBkO56bsV3M333B1DYqKUa9dKeeFCyeueO6fq3sjPkCNtXL2qnIKYmPzl9erd2HZvBuvW2Z+d/uKLarWMkvLnn0rv9etl61t5MH26lD/9JOXOncoZmjJF/dDYvFnKkSPVqgB3MvPnS/n662oVk59/VmVhYVK2b69WOSkJDo6b2WyW6emH5JUrm/M5t9eWz8p3npi4XSYm7pAm07WS9WPMGOWIXrmiftC88YaUU6eqH68ZGVL265f7/+Srr9QqElJK2bt3fj09eqiVMcpob3lTEkdXyCIebd9qAgICZFxOWNzC+fPnqZN3ooSmWAquMVulShW7Kwk4QnZ2NkajkQoVKpSxZ/bJysrC2dkZF5cbk0Z+8eJFHn/88XxlTZs2LXblib8j+p7TaMqAI3msmtsDk0nljN4Erl8/TUbG77i61sy31brb/BUYpo8v0K0UhHDFy+shnJwc3JgiOVmlIQmhVti4/36VZlKtmiozm22nD6WmFp8TfRsghPhFSlnEMii53NGT0TSOEenIRI8S4OzsjPMN/sftbm/mdDlRu3btcr8uGo1GUwjt5N453CQnNzs7g4yMQ7i6Vsvn5NrDxaUKJlMyqam/4OUVgJOTW/GNeHvnvr7/fvU379Jt9nLky8PJXb1aLWt2m6Ano2k0Go1Go9HcBKQ0k55+ACcnd4Rw3LF2cfHGbM4gLS0es9l0A3tYDpw8eat7kA/t6Go0Go1Go9HcBK5fP43JlFR4UwgHcHX1wWRKJiNjP1La2ZpYUwjt6Go0Go1Go9HcYEymNK5dO4yra7VVpBEQAAAgAElEQVRS63Bzq4bBcIXk5GiuXz+D2Wwoxx7enWhH9zbCYDBw7ty5W90NTTmSs26tRqPRaP6+qJSF33B2rliilAVbuLlVx8nJjYyMQyQl7SA9/SAmU0qR6+aXB6vjV99Q/TcK7ejeRrz88svWXdU0tz/Hjx9nx44dZGVl2ZWZPXt2vt3hyqrvRnCr2tVoNJq/C5mZJ8nOTsHZuXx2n3RycsfNrTqurj4YjRdJSfmZlJRYDIbLSFlOGy0U4GTyyRui90ZTakdXCOEjhOglhKhevPTdw+jRo627Vb3xxhusXr0agPj4eBo1amSVCwoKYtq0aQB06NCB2bNn25TLITY2lpo1a9KhQwcATp48SWBgIEFBQcTGxpaoj5GRkZwsp2Tw06dPExQURPfu3Rk3bly5/GI8fPgwgwYNsp4nJyfTtWtXAgMD+emnn0qs7+TJk4y+yTM8d+7cycSJE9myZQv9LDtH2bJj6dKlRW43XFJ9AEajkc6dO3P+/Pki5Qoyfvx4goKCCAoKomHDhnz99dc229VoNBpN+WE0JpGZ+UeZUhbsIYQTLi7euLnVBLJJS4uzpDWcv/0nrd0kShU/F0JUBf4P2AwsFkJ0RznN30opu1hkXIHvAB/gYynlJ7bKysGG24Lw8HDOnj3L0aNHadKkCaC2bTWbzfz+++/07dvXrhzAZ599xsKFC63nUVFRPP3004wtbhtCG0RGRlqdmZIwaNAgUlJSrOdPPPEEp06dYvny5TRv3pzg4GB+++03WrVqVWp9PXr04OWXXyY9Pd1aPnPmTMaMGcOoUaPo2bMnffv2dWjJlZtBZmYmwcHB+cpefPFFzp8/zzfffEOVKlUICAggKyvLph3e3t7ce++9nD59mvr169tt5/Dhww7pE0Lw1ltvERISYl3b1tHrl7NGsNlspm/fvgwcOJDPP/+8ULs3emk3jUaj+TsgpSQr6xwZGb/h4uKFEPaXmvNsMRCn0yp44frVZjJ+31Ti9pydK+LsXBGzOYuMjP1cu+aKp+cDuLvfBuug38Ilx0qbKNIKeFFKudvi9HYHngY888hMAX6RUs4WQvwohFgHPFuwTEqZViYLbhPCw8OZNGkSYWFhVgfWZDJx7NixfA6OLTlQDlUVyx7zr776Kt9//z0AX3/9Ndu2beP8+fMMGzYMIQRdu3Zl3rx5XLp0ieHDh2M0GvHz82PFihU8/fTT7Nixgw0bNuDn58eXX35ps7+jR4+mcePGREREkJ2dzbZt24rdROLq1atUr247gO+ovkuXLrF+/Xr69OljLYuKimL+/Pk4OzvTtGlTTp48aTPqfeTIEcaOHYvJZKJ///7MmDHDZl9OnDjB2LFjyczMZPDgwYwYMYLJkyczYsQI1q9fz+DBgzlz5ow14p6XoKAg+vfvz/fff0/16tXZuHGj3fV2MzMz+eqrr2jUqBHu7u527Wjfvj3x8fFFOroTJkxwSJ/JZOKdd95h2rRpxMXFERAQ4PD1y2H9+vX069cPT09Pm+1qNBqNpmxImc21a3+QmXkCN7fqNvNyXb78AdPIAeXetkprqInZbCQtbR8mUzIeHk1wcrpFWyc0bAinTsHTT0ODBjd9+bFSpS5IKXdanNyuwEPAT8BwIDWPWBDwjeV1FBBgpywfQohxQog4IUTc5cuXi+7ICy9AUFD5Hi+8UKz9U6ZMISgoiI8//hiA9PR0EhMTGTt2LOHh4Va5OnXqsHXrVtq1a1ekXEEWLFjAK6+8wiuvvMK2bdsAOHfuHAsXLuSnn37ihx9+ACA6OpqWLVsSExND165dMZvNrFq1itGjR7NkyRK7Tm4O6enpREdH06xZM/bt21ek7Nq1a/Hz8ytyhyxH9NWsWbOQM+Xi4kKlSipvycfHh4SEBJt1N2/ezJAhQ9i9e3eR0eqXX36ZuXPnsmvXLsLDw0lLS+Pq1ascOnSIWrVqceTIEfz9/e3W9/T05OeffyY9PZ0LFy7YlUtISODbb7+lWbNmRdrh4eFBZmamXT0l0Td37lxefvllRo4cyaxZs9i3b5/D1y+HlStXMmbMGLvtajQajab0ZGdnkpq6h+vXT+PmVquQk+vZYiCVvQLwmDgHzxYDAcj4fRNpqXFkvfJsqaK5tnBycsXNrRbXr58hNXUP2dnXSq2r9qLazNk5BzFHUHtR7dw3LOmbVho2hDlz1O5rJXyqfKMoS46uQDm3SYBRSplSQMQTyFlCIBGoZacsH1LKD6WUAVLKgBo1apS2ezeU9957j8jISJ555hkAtm/fzpUrV5g8eTKxsbHWST1t27Zl9erVVqfKnhyox8lF5b+6uLiwcOFCxo4dS1qaCoIHBweTnZ1Nr169OHLkCE72djqxQ2hoKAD169fHYDAwaNAgaw5nUFAQH374IaAmKy1atIglS5aUi76C5N1lLT09HbPZdiL9qFGjOHDgAL169cqXElGQw4cP0759e4QQBAQEcOTIEby8vEhISKBKlSrExcUV6ejmtSMlJSWfDUFBQWzapP4JNWzYkO+++47IyEguXrxo144TJ05Qr149u+3l4Ii+ffv28fzzz1O3bl0eeeQRoqOjHb5+oKLitWvXxivP7jcF29VoNBpN6TCZ0klJ2YXZnImbWw2baWROp8+DlCClNV3hRiGEwM2tOlJmkZKyC4OhmACiHRIyEmy+LhSdPXXKahunTuXKzJqlym7BZhKldnSlYhJwABhoQyQd8LC8rmRpy1ZZ6VmyBCIjy/coxpmzRXh4OEuXLiUyMpL+/fsTHR0NgL+/P/v376dFixZFygE8+OCDREVF2W1j8eLFvPrqq6xcudJ648TGxjJq1CgiIiLYvn07f/31F6AiiNeuqV9uRTnPnp6e+c5zHtPnHOPGjSMpKYkRI0bwySefWFMryqLPFn5+fsTFxQEqr7lBgwY25SIjI3nttdcICwvjP//5D0aj0abcAw88wO7du5FSsnfvXpo3b06rVq04deoU9913H3/++Sc+Pj4O2eHh4ZHPhsjISAYOHMigQYM4duwYZrOZ69ev4+npadeOyMhI2rdvb7c9wGF9vr6+nDhxAoC4uDgaNGjg8PUDFZkfPHhwke1qNBqNpnRkZZ0DJC4uRX9f3mxcXLxwdvYkNXUPmZknixZu2FBFZG+jqGxZKO1ktH8BF6SUnwHeQLINsV+AzsC3QGtgt52yO56IiAjrzPru3bsTFhYGKEe3VatWuLq62pXr2bMnAGPHjmXkyJE8+OCDVKxYsVAbjzzyCBMmTKBGjRpUrFiRc+fO0bhxY0JDQzEajdSuXdvq4Dz22GOMGTOGuXPn8sUXX+Dr61tq2xYuXMjp06eZMmUKAHPmzKFSpUpERETwyiuvlFpvXiZOnMgzzzxD+/btqVy5MnXr1mXz5s1cvnw532oKOfZmZ2cTHBxsva4Feeutt3jmmWfIzMxkyJAhNGvWDH9/f1JSUmjSpAktW7Ysc59ff/11nnjiCVxdXZkwYQKVK1e2acfXX39N9+7d80Vdy6Jv/vz5TJ48mYyMDBo1akT//v2pU6dOIbmvvvoKNzc3QkJC8rUTERHB5MmTi2xXo9FoNCVHSonBcB5n51vzf7S4nF+Vu1uDjIyDSGnEw8PX9sTvnKgsKGe3JDRokFuniKDLzUSUZrkoywS0bwB34HdgkpRSCiEipZRBFpkGwI/AVqAT0AG4t2CZLGIfu4CAAJkTqcrh/PnzReaJ3skcOHCACxcu5JuodTuSmJjIpk2bynVJr2PHjhEfH8+AAQNwd3fn999/5/z58/Tu3bvc2rgZFLTjrbfesjnprbT6yipXGu7me06j0WjKC5MpjZSUGCqu+1+RDmdlr4B8jmRaaq6f4zZ/BYbp40vVvqN1pTRjNF6mQoXGVKzYtLCzK0R+R1dKai+qbU1ZqOVZi4v/vJg7yQzyTzKbPVsdebFVVgaEEL9IKQvN87JFqSK6UsokoJeN8qA8r08JIXqhIrgzLQ6trTKNhVatWjm8dJejXLx4kccffzxfWdOmTa1LTZUGT09PnnzyybJ2LR++vr75Is+NGjWypnzcCOLj43mhwMTDbt26MWfOnDLpLWhHWZxcW/rKKqfRaDSaG4PReBUhnHA6dWPzbsuKEE64utYkM/M4kE3Fis0RouhM0ov/vMjsyNnMDpqdW2gv8utgusPq+NWMbjO6JF0vFTd0rQkp5XlyV1mwW6a5cdSuXdvu8lil5WYsQXWjc0XbtGlT7tdFo9FoNH9fsrLOltvOZzcaNUmtJtevn8JsNlGpUosi1/m1ib00BQef9t6sndb0FsAajUaj0Wg0ZSA7O5Ps7DScnCrc6q44jHJ2a2E0XiQ5OYasrISSbR98i1dTcJRbtHqwRqPRaDQazd2B0ZjEnRo7dHWtjtl8nbS0X3Fx8cT7VneonNGOrkaj0Wg0Gk0ZMBjO4ezsUbzgbYqTUwXc3StgNl+3K9PQu+HN61A5cmf+/NBoNBqNRqO5DTCbDRiNV3FyKrw0aIl1NSi8ws2XB38os15HsZV6YTKpTW9vxsSxG4F2dG8zTt7GeS6aknP8+PFb3QWNRqPR3EBMpmRA2l6TtqS6bCxLdirl1q7ikJy8i/T038nOLn4r+9sR7ejeRrz55pv8+uuvt7obGge5cOECW7dutW7JbIvly5cXueNdSfVpNBqN5vYiK+s8Tk53btpCcbi51cBguEhy8k6uXfsTs9lwq7tUIrSjW0Jmz57NF198Uag8MTGRypUrc/26ym8ZPXo0w4YNA+Dxxx+3bq5QUC6HkydPcubMGYYMGQJASkoK3bt3JygoiO+//75EfYyPjyc+Pr6kptkkJSWF4OBgevfuzeDBgzEYyv4BT0hIoEuXLtZzo9HIgAEDCAwM5JNPPimVzqCgoDL3qyQcPXqU4cOHs2vXLrp164bBYLBpx4IFC1i6dClmc9EzWR3VB3D48GEGDRqUr/7OnTt59tlni2zjyy+/pEuXLnTq1Ilt27bZLdNoNBqNY0iZjdF4CWfn22/79PJKeRBC4OpaFVdXHzIzT5CcvJPMzJOYzUbHleRdW1dKuHqVaqevwOHDcOgQ8uBB5MHfkX8cRiYm5q7PWw7oyWjlREREBNevXycqKsq6m9f+/futf9u3b29XDuDzzz9n0qRJ1vP9+/fTqVMn3njjjRL3JcfJbdOmTYnqjR8/nj/++MN63r17d6pXr86LL75Ir169mDhxImFhYQwcOLDU+qZMmUJoaCgZGRnW8vfee4927doxe/Zs+vXrx9ChQ2+rrWgHDRpESkqK9fyJJ57Ax8eHVatWcd999/Hbb79x4sQJNm/ebNOOHj16sGvXrnzOfUEOHDjgkL5Lly7x8ssvk56ebq27e/du5syZQ/369e3qv3r1KkuWLCE2NpaUlBS6dOlCdHR0obJDhw6Vz0XTaDSavwEmUwpSZhe74cLNxve/vbl0LZGJ4XOoWdGHYxO2lE2h0YTTpau4ZxnBeJ2szJ8wGMHz1B+IyAiE0QTGbIQpG5FlQCYlIROvQGIiJF6Fq1dgxQdw/gLi4iWEwcgUAD4AoGDSh3RzRdaoiqxZDVmzJk6ffoFTrXtL1fU72tF9IewF4i+WT+Qyhza127Ck75IS1wsLC2PSpEmEhYVZHVg3NzeuXr2Kq6trkXIAf/31F82bNwfg3XffZdWqVSQnJxMTE8O6devw8PAgJCSEjIwMfH19WbVqFZmZmQwdOpTU1FSqVavGunXrmDFjhjUC/Pnnn9uN0s2ePRuj0Uh0dDSpqamEhYUVu1va5cuXqVmzZpn0paamsnbt2nwRycjISBYuXAhA165diYuL4+GHHy5U99KlSwwfPhyj0Yifn5/d/iYmJhIaGkpycjLt2rVj0aJFdOnShSVLljBlyhTeffddPv/8c5YtW1ao7ujRo2ncuDERERFkZ2ezbds2Nm7caLMdk8nE5s2bSUpKwtfX164dHTp0IDo6ukhHNyQkxCF9fn5+rF+/Pt820fXq1WPlypXMnTvXrv4zZ85w//334+LiQrVq1UhPT7dZptFoNBrHMRgScHJyK1Edc/06OFnyec317W+vLq4k4RwWTdvjR3FJikR6VVJHxQo4XUlGXLiMuHAZ9/krEGkqeOT27ueYenbkw6OJOEkwOoHBOZEK+2Yh3d3A1QXc3fK/dnVBZGeDyXIA/POfcPYsAJ7N+qm27EVZV68p3HfLIV1dkFUrY/auhLl2NWT7Zsh7uiDvqcnG5AMMbNpL5TZbrsemg+EMqtoWcekK4tJVdVw4S7arudQpCHe0o3s7ERsbS0xMDD169LCWtW7dmrVr19K6desi5QoydepUWrduTWRkJLMte0P/+eefTJkyhZ49e9K3b18SEhI4e/YsTk5OREVFsWnTJtLT01mwYAFNmzYFsKZL2OPYsWNERUUxd+5ctm/fzhNPPFGkfUlJSXTo0KFM+ry8vAqVZWRkULduXQB8fHxISEiwqT86OpqWLVuydOlSvvzyS8xmM05OhT/68+fP5/HHH2fkyJE8/fTTbN26FTc3Nw4cOED9+vX57bff8Pf3t2tHeno60dHRjBkzhn379tGpUye7ct988w0NGjRACGHXDg8PDzIzi0/id0SfrR8AdevWLXYSo5+fHydOnODHH3/k559/plevXjbLNBqNRuMYUkoMhvMl3g0t4/dNALjNX4Fh+niLLvjf/zxp0+YaFQ/+jtuH3+CyfgvCYEQlQe4sWmn9+uDujvjzT5z+Ok39FJCAqxncssE57VcwGBFZRjAY1Gujyb6+Dz4Ay/dP9sPtMd9bG3lPdWQFd+Ugu7og3VxxXR+B8ckB4OaKdMkpd0F6e0HVKlCxAtu2e7FsWS1MJoFTosQ5BSIjYjGIQNh9iCoNjrPzxZfpFfYwlz2vgiGSmnV8ODZXRaENhst4leEp7x3t6JYm8nojOHDgAFeuXCEkJMSaawvg7+/P6tWrGTFiBPv377cpV69ePUA5Q+np6VSqZPuGcXV1ZeXKlaxatYrExEQyMzPx9/enRYsW9O7dm/vvv5++ffuWqN9PPfUUAPXr18dgMNhMNZg5cyaJiYlMmTKF9evXl4u+glSqVInMzEyqVKlS5DUIDg5m+/bt9OrViw4dOth0cgEOHTrEhAkTAGjfvj2HDx+mefPm/Pjjj/To0YNNmzbx73//264doaGh+eywlbowbtw4vL29+fTTTxk1ahR79+61a8eJEyes41wUjuorDa6urmzZsoVt27bx0UcfERsba7NMo9FoNI6RnZ2K2WzAxcW+K+XZYiBOp9WqCeb6daxObkG2RlTmm5BfmV5xMa2u7UV6emB86lGMox9l2dFNPHffI4jUdERqOmRkIqtXRd5TA3Pt6lRu1BNOnVKKhODa7rX4Lw7Ipz/1RRv5umYzGE1gMIKLM7i4gLMTlb0fgpzgjBBcXz7Lrn3O8UfIfri9zfdMJnhjTh0WL76HevWyuOceI9nZArMZDEk1IcsXDoWQghNtPgNcT0K1o+Bs4JKTieCNTXB2lgjRgLVrBbVq2e1GkdxeSSV3KOHh4UyfPp3IyEief/55wsPDAeXo7t271xo9tCcH0K9fvyIdyY8//piQkBC+/vprPD1V0vv+/fsJDAxky5YtJCUlER0dDSin+dq1a4D6xWmPHD05rFixgsjISOsxc+ZMDAYDQ4cOZcGCBTTIu5d1KfXZol27dsTExFhtapg3aT0PsbGxjBo1ioiICLZv385ff/1lU87Pz4/du3cDKn/Vz8+Ptm3bcuTIEfz8/NixYwctWrRw2I6NGzfms2PcuHFMnDjRuppCcnIy3t7edu3YsGFDvjQVW5REX2mpXLkyBoOBkSNH0rhxY7tlGo1GoykaKc1kZBwpdstfp9PnVbhWSqvDa4uTb0axhhF4XE9hWoV3+G7pLrIW/wtzq6Yk1vHC3LY52d0exDTgYUyP9yO7Z0fMfr5QrQz7mDk5gbsbVPYEjwoqUmsngGQPW+v+Apw960q/fk1ZvPgeQkMvs3fvQbZu/YMdO46wc+cRmNAOpt4P0yvBsw/y/vsnwf9jqHwB3FPBJQshwGgUXLvmXHob0Y5uqZg5cyYBAQEEBATw/vvvEx4eTvfu3QEVtQwLCwOgYcOGNGnSxOog2pMDeOSRR9i8eTOXLl2y2WavXr1YsGCBtf65c+do2LAhS5cupVOnTly8eJGAgACr7HfffUdgYKDV+S0tH3/8Mb/++ivz5s0jKCiItWvXcu7cOV544YUy6c1LaGgos2bNYurUqRw6dIj27dvzyy+/WPNTc2jcuDHTpk2jY8eO1KxZ067j/eqrr7JmzRo6d+6Mt7c3vXv3xt/fn0aNGtGkSROaNWuWL2+6NEybNo3p06fTpUsXHnroIZo2bWrTjpiYGGrUqEH16tXLRZ+jLF682Ook52A0Glm8eHG+Hxy2yjQajUZTNFlZZzCZEnFxKZyO5yg5TmLyBSMhe+dyunpLrv+ylq3NnyXkmbbMmFEXowMLG5jr11E5rkIUmfN7I8i77q+UKor7009VCAx8gN9/92DlyuO8995pKla0E3Rzy4S6cTz11FUIfgFGPgJP9YHQnvz441HCw4/y00//w8en9KswiKIifreagIAAGRcXl6/s/Pnz1KlzcwfyZnH27FmioqKKzJW9HcjOzub9999n6tSp5abz/PnzxMTE0KdPH6pUqUJiYiKbNm0qNs/4dqOgHYsXL2bKlCmldqwL6rsV3M33nEaj0ZSU7OwMkpOjcXWtihCF0xby5t5W9grIXSpLCNJS4wrJHxi+hsCfFnFg6WoajW7B9euCV1+9l48/rslDD6Xj3CiKHve3xsPDTIUKEjc3M6mpziQluVgOZ1JSnKlw6iTurepRoYKZr45+A67XwCMJKl7hs2HT8PEx4e2djbu7xNlZ4uqqDufvI7jYOZiLF125dMmVpEkfcen5eaSlQdqqdST37E1GhhMZGc4YDAKDQWA0CgwGJ4zGnNfqkFJNKmvV6hqrVx/H1zfL5jX0KpRaEWezDCw5ul7tcXWtan1PCPGLlDJ/BTtoR/dvQME1ZqtUqWJ3JQFHyM7Oxmg0UqFC0Y9sykJWVhbOzs5F5j6VhYsXL/L444/nK2vatGmxK0/8HdH3nEaj0SikNJOauhez+ZrdaG5JHF1x8QpOzR7j50o9eOjMTPJurvbNN1WZPr0el684Ic2FH987O0uqVjVRtWo2lStnk332Kteq1CQz04mziSlg8ART6bYl9vKCKlWg0plDePg3oHLlbDw8zLi7K+fYzc2Mm1vO61yn2c3NTLVqJp588ioVKtj3L2+mo3tHT0bTOEZkZGS56nN2dsbZuWw5M8Xh7u5+Q/XXrl273K+LRqPRaO5uclIW3NxsL7VZUjJfWkEVs4Fjz/6T9gUWkx02LIlhw5KY//MKXn5wPJmZTly/7oTBIPDyyqZyZXM+xzivg211Go3ukFmNn0MiSEx0ZtNv8XSo9SAmk7AeYnM0Pk91pFYtI7VqGfFt+SAVUiybWgk/0iILR6HLSs2KPly6lmh9fSPRjq5Go9FoNBpNMWRnZ5CRcRhX1/JxzJz2H6HaDxtYIv7Bo895AfmX+8rZ9AHgkwPrOTZhC15eRe+yWQjXLHA9T4sWahWFGJdthHTyzSfidj4Kw4Dm1vMK2E43KE/KvIFFCdCT0TQajUaj0WiKQEoz6em/4+TkbjMvtxQKcXv1HZJENf7X63lq1Ci8pm2Ok1vwtaZkaEf3FmEwGDh37ly56z1+/Pht2a5Go9FoNHcqmZknyrzKQl5cNu/ENeYXZsg5PDragaUVNKVGO7q3iJdfftm6sUR5snz5cut6rLdTu3m5cOECW7duJS0trdz7URSJiYlERERw5cqVm9quRqPRaO5csrLOc+3aEVxdi14m0mEMRtxff5czlZuy3udpevdOLRe19ta0/bujHd0SMnv2bJo3b05QUBBBQUHEx8cTFBTEtGnTAOjQoYN12974+HgaNWpUSEdsbCw1a9akQ4cOZGdnM27cOLp06UJoaChms9lmXUfbWLBgAUuXLrXqsdeuo5w+fZqgoCC6d+/OuHHjkFJiNBoZMGAAgYGBfPLJJ8W2m5ejR48yfPhwdu3aRbdu3TAYDDb12SrLYcCAAcTHx9tt49y5c9x7773WMbp8+TJJSUk88sgj7Nmzh4cffpjLly87fA00Go1G8/fEaEwiPX0/bm7VEaJol8mzxUAqewXgvvAjPFsMtCvn+sl6nI6fYVLm2zw2PBU3t5KvfuXyZeGdzvKuaVsWbuW6vDcC7eiWgtdee826S1abNm0AtXOV2Wzm999/t8qFh4dz9uxZjh49mq/+Z599xuTJkwFYu3YtWVlZREdHU7t2bTZs2GC3riNtuLi40KNHD3bt2lWo33nbtcWgQYOszmFQUBAffvghK1asYPny5Wzfvp0zZ87w22+/8d5779GuXTt27drFt99+S1paWpHt5uXAgQOsWrWKWbNm0bhxY06cOGFTn60ygC+//JL77rvPet1t8b///S/fGNWoUYMDBw6wePFiXnvtNfr06cOvv/5aZD81Go1G8/cmOzuDtLQ4XFy8HMrLdWgXtNR03N5cyWnfTvxg6sfIkVdL1KccZ9pj4pwinem8KxmUdFWDjN83kfXKs6SlxtndsvhOQju65YTJZOLYsWPUr1/fWhYeHs6kSZPy7YAGkJmZaV38Pzw8nP79+wMwfPhwatSoYbeuo2106NCBffv2Fepj3nZHjx7N3Llz6dKlC506dSIzM9PmVrfz5s2jeXM1G/Pq1atUr16dyMhIhg0bBkDXrl3JWevYXrt5CQkJoUGDBmzevJmkpCR8fX1t6rNVlpiYyEsvvUTVqlXZsWOH3TZ2797NypUr8ff3Z/r06QB069aNDh06EBUVxZ49e+jYsWOR/dRoNBrN3xez2UBa2i84ObkVu81vSXBb+gVOV5N5zXkBLVtm0qpVZonqO0qgSXkAACAASURBVLql8LEJW3ilw7Okvhh3U1c4KG88WwykWvVgXN18oGHDUum4o5cX+/OFP0mPTy9XnZXaVOL+JfcXKTNv3jxWrlwJwLZt2wCoU6cOW7dupV27dgCkp6eTmJjI2LFj+de//sXzzz9vU1dCQgI+PurXlr+/f5F1HW3Dw8ODzMzib5709HSio6MZM2YM+/bto1OnTnZl165di5+fH3Xq1CEjI4O6desC4OPjQ0JCQonb/eabb2jQoAFCCJv6bJW98847DB06lPHjx/Pqq6+SlpbGwIGFf9EGBwczY8YMKlasSM+ePTlw4ACtWrVCSsnatWupWrVqmbcA1mg0Gs3diZTZpKXFYzYb8m1SUBrM9evgZFns1ly3Fm7vf0Fizz58sbUr8+fnzpdJzEzh5R3/YXjzYHo3CixTmyXBs8VAnE6fx33hR5jr17ntIrhWxx7It2hwSXSUY3/+NuR9LJ6zcULbtm1ZvXq11Vndvn07V65cYfLkycTGxpKVlbsundlsJmdHOi8vL9LTlbO+YcMGvvjiC7t1HW3jxIkT1KtXr1C/87YLEBoaCkD9+vUxGAw2UxdAraiwaNEilixZAkClSpWsDm16ero1L9deuwXx9vbm008/xWg0snfvXpv6bJXt27ePSZMmUbt2bYYNG2Z3w4dOnTpRuXJlnJ2dadu2LX/++ScAQgg++OADWrVqxaZNt9fNrNFoNJrbA4PhEibTlTI7uaDSANJS48h65VlMfbuAwch/683E2VkyfHjukmEr4tey7kgYId9P5bnwOSRfvzmTtR2NEN/J3NER3eIirzcTf39/Xn31VebNm8euXbsIDw9n6dKlDBkyhFGjRhEdHU3Pnj0BePDBB4mKiqJbt24EBgYSERHBo48+SkREBMHBwfz000+F6pakjQ0bNjBv3rxCfczbLoCnp2e+921tC5yUlMSIESP45JNPrGkP7dq1IyYmhpCQEPbv32+d3Gav3bxMnDiRESNG0LVrV5KTk/H29rapz1aZr68vx48fp1mzZsTFxdGgQQObbfTp04evv/6aKlWqsGXLFsaPH8+bb77JPffcw1NPPWVtV6PRaDSagmRlncfZ2bN4wQLki94WmMQlEpNxXf09hjFDWPZjAD16pFrXzs00Xuej+HX0aNCRtrWb886eT9l2cneZ7WhQ5dZPJJNScjLlHL9cPMjp1AucSb3AKcvfy9cScXV2wcOlAu7OboXqjtz0MpUegwobx7C4z2JK+619Rzu6t4q8qQsTJ04ElBPaqlUr6yPxiIgI/v3vfwPQvXt3wsLCrI7u2LFjGTlyJA8++CDjxo1jzJgxdO7cmUaNGtGvXz9efPHFQnUdbaNChQrUqFGD6tULL4OSt11HWbhwIadPn2bKlCkAzJkzh9DQUPr160d0dDSHDh2iffv2xMTE2G03L9OmTWPUqFEIIejduzdNmza1qa9u3bqFyho2bMjYsWOZN28eFStW5LvvvmP79u0cOnQo3yS7WbNm8fDDD+Pm5sb/s3ff4VFW2QPHv/d9p6YXSqgJEIpIFwtWXBvqqqtrwbV31FVXV107srqWtf/sHd21Ye+KWLCBK4ogvSYQIAmQOsmUt9zfHxMCIQlJhg7n8zx5dubOfcsksjm5c+45Y8aMoW/fvlx88cWceuqpPPfccwwYMIAjjzyy1d8DIYQQuwfXtbCs1QmVElv3sf+GrXjXMb+dBgEfkw/6Gyue9XHnnUX1r70x91PWhMu5eu9zOLj7cI7LP5RLP7udVTWbVx3ojD0bVmFY12ntnqnP0iEpa4vm7mqtiToxaqwwJTVrmLLiN34oms6PK6azMlRaPy87mEG31E70ycrloK5DsVybqGMRsS3mly1tcM7F5cuIdTeJTH4R5/QXoZnFrZaoDT/KbtOBSmUBewHTtdZbpTDp8OHD9bqNTuusXLmSzp23/18pm2vmzJmsWrWKo446aoue98EHH+SKK65oNgd1S1135cqVfP/99xx11FGkp6e3eN22nq+5MbHt7Sr/5oQQoiWx2Bqqq3/G5+uQ8Dk2DnSNabNI/sO5RG+4iPOX3cVHH2WycOEMgkGNq132eelUgh4/357xX1TdinDMsWj3SMNN03cefBXnnvAIXarW56xWVv6PsnAlq2vLqLUjxByLiB0l6ljYro3f9JHkDZDkDXLIK2c1ON+Ciz8jrfcoVEkJhjIw2rUnVPgVhjJwJ3zEgsP6s6i8kEXly1hYVsCyqlXEHAtbO1iOjaMdYo5FrRWmxorgaKfB+Tslt2P/LoPYr3N/9snpT156J5K9AUBhGF6U8gOgdQzXjdH3rjMYtnQYydFkArEAtw6+AKcGjB8X0mvyKQQy1v/xoZT6RWs9vDU/j4QCXaVUJvBx3ddo4A/APUB/4GOt9Z11855vzVhzduVAV4idhfybE0LsLkKhWVjW6s3qgOZ55cP1NW21JvjHMRhzl7B6ygfkDx3BSSeV89hjhQB8tuR7Tn3vbzx79B2ctsfRDc6T9mDjOE5p2Lfbfjiuw6q5P1OcaWK7TqN5W5LHMOmR3pW89C4EPX48hgfTMPEYJl7DQ7I3iSSvnySPl6DHJMOfwt45e9ArMx+vNxuPJxOPJwWlfCjlQSmzPqDXrqZ8Ujkrn15JybslmNrc4M2CmWxgUsteC0bi77S++kVbAt1EUxcGAddorafWBb1/AEyt9Qil1AtKqd7AwNaMaa0XJngPQgghhBBbhNYOsdgqPJ7N+wSxPsh1Xfw3PoTnu1+I3HcdH37ThVDIZPTo9bVzH/vlv3RJ6chJfY5o8by/nvcOH5x9Ep+fpcgMZtJ/KWQffhYdk9vRITmLJG8Qv+klYPrxe3x4DJOIHSNsR6i1wox+/+8NzvfQYTfgv/oe3McfQ6Nxr7yC2nuvQWuNqUzyMrqQn9mdvLQueM2G4aLWDo5Ti+tGAI1SHjyebHy+9phmKqaZjGE0/wmvVWax6rlVrHx6JZElEbztvLw54k2+GPQFa1PXEvFGCN8ZjgfEt98OnUa1+vu/sYQCXa31ZACl1MHAPkAWMKHu5YnAgcDQVo61OdDVWtf/NSCE2HoSTW0SQoidjW1XobWNUmbLk1sSjRG4ZCzed74gdtnpWBedwut/zqJbtyj77x+vtDSjdB7fLp/GHQdd2SiQbEp+ZnfGToax3/wYHzhLUf1y802gWnLB4JNJLn0ZY9/4OdzunakZ9pdm57tuFNuuBlyU8uDzdcDr7YjHk4phJLUqLgsvDVP0UBGrnl+FW+uSfkg6Pe7sQfuT2nPgPQc2mLul4ryEN6Op+B2cBpQDGlhR91IZMAxIbuXYxue9GLgYaNAYYR2v10soFCIlJUWCXSG2Iq01oVBIag4LIXYLsVgpSm2B/7+rChE84zo8k38mcudVWFecSXGJl6+/TuOaa4ox6gq7PjrtFVK8SZwz8MTNv2aCamZ90DDVohmOE8J1YyQn98fjycA02xaDVf9SzbL7lrH6zdUoU9HhLx3odm03UgakbO5baFHCga6OL/VcrpS6AzgZeLbupRTi9XlDQLAVYxuf9xngGYjn6G78elZWFmVlZfUtYYUQW4/X661vaCKEELui8b+N55zB5xCLrcDjSQVoVfDXFFW8huCfr8SYu5jw0+OwT493Pn3zzSxcV3H66fG0hRXVJbyzYCIXDzmVjEDqlnszCWjpfVpWBUp5SE/fv81l11zbZcl1Syh6uAgzzaTb37vR9aqu+Lv4G83tmNyRkpqS+sdbSkKBrlLqH8AqrfXLQAbxjWgHAlOBwcB8oKiVY21immZ9m1whhBBCiM1RUFGA41TjutH6/FyjcNPNE9Z1FAPWdxSrCpF05AWo1WWEJzyMc/j6qgmvv57NXnvV0Lt3vLHTU9Nfx9WaS4eevpXe1ebTWmNZa/F4MkhNHYJhNA5ON8WutJkzeg5ln5XR5You9LizB5605sPO4muLuf2b27l95O2beecNJbqi+wwwQSl1ITALeA/4VinVGTga2I94OsN3rRgTQgghhNhuYrE1bcrN3bA17bomEZ6PvsEoWEHtu4/hHLY+vJk1K8jvvydx333LAKiO1TD+93f5U+/DtmlThw5JWZTWltU/3hStXWKx1fj9XUlO7o9htC1cDC8O8/txvxNeGKbPM33ofNH2q9yT6Ga0cqDBFkGl1Mi6sX9rrSvbMiaEEEIIsb3EYkWY5ubli3o+/Bq3S0ecQ/dpMP7661l4PJqTT44Hma/M/pDKaIjL9zpjs67XVovGTOSuH5/mpv0v2eQ8141hWWUkJfUhGMxv836oiskVzDppFgCDvhhE5sjWt1LOy8hrYrCJsTbYYp3R6oLfCYmMCSGEEEJsD65r4Tg1m9UkglAtni+nYp3zJ+p3mwGOAxMmZHHkkZVkZzu42uXp6RPYu9NA9u40YAvc/ZZl21W4rkVq6t74/W3/fqwav4oFFy0gmB9kwIcDSMpPatPx5w45t4nBJsbaoNFmMCGEEEKI3YXrhtnccMjzxY+oSBT7hD80GP/kkwyKi331m9AmLv2RxRXLuHTo6M263pamtSYWW41SPjIyDmhzkKu1pmBcAfPPm0/6IekMnTK0zUHu1rLFVnSFEEIIIXY2jlPV5moCG/O8/yVuu0ycEUPqx7SGhx7qSF5elGOPrQDgyemv0TmlAyf0Pmyzrrclua6FZa0lGOxBUlLfNtcRdi2XBZcsoPjFYjqe05G+z/TF8O0466g7zp0IIYQQQmxDrhvFcSKYZrDlyZvgmfgD9h9Hgrk+SJwyJYVp01L4619L8Hhg7prFfF34ExcOPrlVDSK2Ba1tLGstqanDSE7u3+Yg166y+f3Y3yl+sZjc23Lp92K/HSrIBVnRFUIIIcRuKt7pa/M7QKpQLfbxDdMWHn64I1lZNmeeuQaIlxQLmH7OG3TSZl9vS1hXPiwlZQB+f6c2Hx9dEWXmsTOpmVVD3+f70un8tp9jW5BAVwghhBC7Jdet2SJdVnV6Cs7Bw+ufz50b4LPPMrjxxpUkJWnKwpW8PvcTTtvjaLKDGZt9vS3BskoJBHrg9zfuQtuS0O8hfj/md+wKm0EfDyLrqB23sZAEukIIIYTY7eTcn1PfiWv8rE9ZNGZi209iWQDYRx8MvvXtg//v/zoSDLpcfHEpAC/9/i5hO8qYNmxCa6rurdu9c33dXrd722vTrqvba1ll+Hwd63Jy2xbol39VzqwTZ2Emmwz5dgipQ7dvZ7eWSKArhBBCiN3OuiAXqA8oN+WV2R9yxp4btcv95huABmkLK1Z4mTAhi/PPX0N2toPt2jw7400O6bY3e7bPb/X9NRV418z6AADfXU8Tu2nT9XCbcsaex2Hb1RhGkOTkQSjVtnza4v8UM/+C+QT7BBn0ySAC3QNtvodtbcfKGBZCCCGE2AEVVjbRFviddwCwN+iE9uSTHXBdxV//Gg+kP1z0DUXVJVw6bMuVFHNzE+s05jhhtLZJTR2GYXhbPqCO1prCfxUy7+x5pB+QztDvh+4UQS5IoCuEEEKIXV1eHigV/9rMTlv1HAfefTf+OBgP+ioqTF58sT0nnlhObm4MgCd/fY289C4c1ePALXNdwD7juJYnNbrdWhynlrS0vTHNttW4LRhbwNJbltLhjA4M+mwQ3ozWB8nbm6QuCCGEEGLXVlgYL2wL8WB3S5gyBUpKGgy9+GI7qqtNrrqqOD5lxW9MXTmDu0deg2m0rXTXluQ4IVzXIj19PzyetDYdW/RYEYV3FJJzfg59n2t7Tu/2Jiu6QgghhBBt9fbb4PPVP41GFU880ZFDD61i8OAwWmtumvwQnZLbc97A7VdSzLar0NolPX1Em4Pc0gmlLLpyEdknZNPn6T47XZALsqIrhBBCCAFA8oDjMZbFc3G9r35cv/lrY263ThgPPxx/XFf94JVXsikp8fLMM0sBeGfBF/xSPJsnjxpLknf75LPadgVKeUlN3bvNTTHKJpUx98y5pB+YTv/X+mN4ds610Z3zroUQQgghtjBj2cp4ioPW9QFv/lNHkvbgcO6Z+iz5Tx0JQPSGCwGw/jiSmlkfYFnw0EM57LVXDSNHVhO1Y9z+3WMMbN+H0Xscs13ei2WVoVSAtLR92xzkVk2rYvaJs0nql8SADwZgBrdf2sXmkhVdIYQQQuxWtHZbPXfD0mOltWUY85cSuPbf2Ifsjdu/FwBvvplFYaGfe+9djlLwzG8TKKxayft/fnyb5+bGO56txufrQHLyoDZVVwCo/LGSWX+ahbedd6fbeNYUWdEVQgghxG7FdSMJHRewIHDODejkJCLP3gGGgePAgw/mMGBALaNGVbI2XMF9Pz3PEXn7c2juvlv4zjdNa5tYrIRAII+UlKFtCnLtkM3CqxYy/cDpGEkGgz4fhL+zfyve7bYhK7pCCCGE2K24bpj2wUxWh8uB9Z3HWvLg52DOWUzt2/+HzmkHwAcfZLBgQZAXX1yCYcC/pz5PVayGOw6+cqvdf1NcN4JlVZKSMohAoFubji37oowFFy8gUhihy1+70OOuHnhSdo0Qcdd4F0IIIYQQreQ4tcy78DW83nYNOp411WJ3XSveP8+GS6dB7KqzcI7YH4in895/fyfy8yP86U/lLCpfxrMzJnD2gBPo3671XdA2//2EcJwo6en74vVmt/q4WEmMJTctofiFYoJ9gwz9bijpB6RvxTvd9iTQFUIIIcRuxbYrUSr+sfyGbX2barG7aMxEVMEKzPtOwdmrN9FbL6uf/9nigfz+exJPPlmAacK47x/Db/q4ef+2t+dN/L1UAAbp6fvj8aS06pjY6hjL71vOisdW4MZcut/YndzbcjEDO++ms+ZIoCuEEEKI3YptV2IYvpYnApRXETzvJiytCb/wL/DF8161hnt+PIbu3aOceupaFpQV8P7Cr7hxxMV0TG63Fe9+PcsqwzCSSE0d1qrKCtZai+UPLKfo/4pwwy4d/9KR3FtzSerTtk5pOxMJdIUQQgixW3HdGjyelvNyzU+/JXDVXajV5bx146Gc0KNr/WvffpvKTyt78eCDhXi9MHHp9wCcuefxW+2+NxSLrcbrbUdKyqAWg3btalY+uZIlNy7BCTl0OK0DubflkrxH8ja51+1JAl0hhBBC7Fa0djfd5SsSJXDxbXhf/wRnz3zCEx4m5F3YYMr99+eQkxPjzDPXAvBFwRT6ZvWgW1rO1rz1uvJhpfh8XUhJGYBSm043CC8OM++CeVROriTzyEx6PdCLlAGtS3HYFUigK4QQQghRx/z0O3zPvQXhKNHrLyR2/QXg83IG/ernzJsXYPLkNO68s4hAQFNrRfixaDoXDj55q96b60axrAqCwR4kJfVFqearxGpXs+LRFSy5cQnKp+j7fF9yzsvZKdv4bg4JdIUQQgixW2ku2DPmLCI4+hp05/aEP3kGd0i/Jud9/nm8MsGf/xxvJvF90S9EnRiH5+2/dW4YsKwKQJOaOhy/v8Mm58ZKYsw+eTaV31eSdWwWfZ/ui7/Lzl8TNxES6AohhBBit6JU0zmt3sdfhYCPmu9fheyMZo//4os0+vcP06WLBcCkgikEPX4O6Dp0i9+r1jaWtRafL4ekpP6YZmCT8+2QzcxjZ1I7p5Z+L/ej45kdd7tV3A1JoCuEEEKI3UpTm7fU6jK8Ez7DOvO4TQa51dUGU6akcNllpfVjkwp+5ICuexHwbP6qqdYOrhtD6yiuGw+kk5MH4/d3bjFgdS2X2SfPJvRbiIHvDyT72NbX1N1VSaArhBBCiN3Kuhq6G/I+9xYqGiN22embPHby5FQsy+DIIysBKKhcwaLyZVw4+JTNuifbrsJ1oyjlweNJwzTbYZppeL0ZmGbL5b+01sy/cD7ln5fT9/m+EuTWkUBXCCGEELuVRiujkSje597CPvIAdO+8TR77xRfppKY67LdfCIAvC6YAcETeiM26J9eNkJ5+AB5PWkLHL715KSUvl5D3zzw6nd9ps+5lV9L8dj0hhBBCiN2A563PMVaXEbv8L5ucpzVMnJjOyJFVeON9I5hUMIXctM7kZ+YmfH3brsbr7ZBwkFv0WBHL7l5Gp4s7kXtL4vexK0oo0FVKpSulPlVKTVRKvauU6quU+lgp9Z1S6oEN5j2vlJqilLplU2NCCCGEENuF1vgefxVnz3yckftscurcuQFWrPBxxBFVAMQci8nLfubwvBGbteHLdcMEgz0SOnb1O6tZdOUiso/PpvfjvXfrjWdNSXRF9wzgQa31kUAxMAW4Q2t9ENBVKTVSKXUSYGqtRwA9lVK9mxrbEm9CCCGEECIR5jf/w5y9KL6a20KQ+MUX8bJiRxwRz8/9aeUMQlYth21G2oLrRjDNVDyezDYfW/FdBXP+Moe0/dLo/1p/DI98UL+xhHJ0tdZPbPC0PZAE/Fr3vBRIB0YCE+rGJgIHAkObGGvYakQIIYQQYhvxPf4qbvss7JOPanHuF1+kseeetQ3KinkMk4O7DU/4+rZdRUrK0DavxNbMrmHW8bMI5AUY+OFAzKRNd0jbXW1W6K+UGgFkAncCY5VSxwGjgC+BZGBF3dQyoGMzYxuf82Kl1DSl1LTVq1dvzu0JIYQQQjTLWFCAZ+IPWBeeDIFNlwZbV1ZsXdoCxDei7dd5MGn+xFrquq6FYfjw+dq36bhIUYSZo2ZiBAwGfTYIb7Y3oevvDhIOdJVSWcCjwPla6zuBT4ELgZe01iEgBATrpqfUXaupsQa01s9orYdrrYe3b9+2H7wQQgghRGt5n3wN7ffFA90WrCsrti5toTi0hpmrF2xWNzTbriQQ6IVSrV+NtSosfj/6d+xKm4GfDiSYF2z5oN1YopvRfMCbwI1a68K64d+A7sCDdc9/IZ6aADAYKGhmTAghhBBi2wrV4n31I6xTR6HbZ7U4feLEjcqKFU4F4PAE83O1dgHw+1tfCsyutJn1p1nUzq9lwLsDSB2SmtC1dyeJ1tG9ABgG3KyUuhl4EuhPfINabd2c94DvlFKdgaOB/QDdxJgQQgghxDZl/jYXFY5iH/+HFudqHd+I1rCs2I90SMpmQPvE9tXbdgWBQHcMo+VualprSt8oZfHVi4mVxtjjP3uQeVjbN6/tjhLdjPYk8eB2U3OqlFIjgSOAf2utKwGaGhNCCCGE2JaM3+YC4A7r3+LcdWXFbrhhJQCO6/BV4U+M6nkghmr7h+Naa7S2CQS6tzi3dlEtCy9bSPkX5aQOT2XgRwNJ3UtWcltrq3ZG01qXs77KQrNjQgghhBDbkvnrXNxuOa1KW1hXVuzww+Mb0d5dMInySCVH9zwooWs7TgivtwOmmdzsHO1oCu8qpPBfhRg+g/xH8+lyaReUKXVy20JaAAshhBBit2NOn4szZI9Wzd2wrFjYijD2u0cZ1L4Px+UfmtC1XTdMSsrgTc5ZcuMSlt+3nPantif/oXz8nVtOcRCNSWVhIYQQQuxeKqoxFi/DHdpyoLtypbdBWbEnp7/O8upi7jrkGkyj7bVrHacGjycTjyej2TnF/y1m+X3L6XxpZ/Z8Y08JcjeDBLpCCCGE2K2YM+YB4AzddH5uTY3B6NG98Ps1Z521htKatTzwvxc5ttchHNw9sSYRjlNDMJjfbIOIqp+rmH/hfNIPSSf/kfyEriHWk9QFIYQQQuxW1m1Ec4b0a3aO68JFF+Uxc2YSb7yxiN69o1z1xVOE7Qj/PPjKhK4bb/ebjNeb3eTr0VVRZv1pFr4cH3u+uSeGV9YjN5d8B4UQQgixWzGnz8XN6wLZzacPjB3bhY8+yuTuu5dz1FFVzF69iJdmvc9Fg0+ld2ZuQte17SqCwT5NruY6EYfZJ83GrrAZ+P5AfO19CV1DNCQrukIIIYTYrZi/ztnkau5LL2XzyCM5XHhhKWPGrEZrzU3fPkSaL4V/7HdhQtd03RiGEWiy3a/WmoWXLqRqahV7vrUnKYMTayksGpMVXSGEEELsslzXbjRmFKxodiPa5MmpXH11LocdVsm//70cpWDi0h/4uvAnbhhxEVnB9ITuw7Yr63JzG29gW/vBWorHF5N7ay7t/9w4EBaJk0BXCCGEELss1400Od7URrRVq7ycdVZP8vMjjB+/BI8HLMfmlm8foVdGdy4cfHJC96C1jVImPl9O4/uzXZbcuIRg3yC5tyWWEiGaJ6kLQgghhNhluW64yXFncOPUhZtu6ko4bPDqq4tJT3cBeHbGm8wvW8rrJzyAz/QmdA+WVUEw2BvDaHx8ycsl1M6tZc+39sTwyPrjlibfUSGEEELssmy7utGY26MrZKY1GJs8OZW3387immuKyc+PAlBas5a7fnyKw/P25+ieByd0fa0dAAKBLo1ec8IOBWMLSN0nlXYntUvo/GLTZEVXCCGEELss265oNOZslJ8biyn+/vdu5OVF+dvfiuvHx37/GGE7yr2H/r3ZurctsawKAoE8DKNx04cVj68gWhSl33/6JXx+sWkS6AohhBBil+U4GwS6a9bEx4Y1zM99/PEOLFgQZMKEhQSDGoCfVs7kldkfcvXe5yRcTsx1IxiGl2CwZ6PXrAqLZXctI2tUFpkjMxM6v2iZpC4IIYQQYpfkujFcN7Z+4Jdf4uMbrOgWFXm5995OHHtsBaNGxdv8Oq7D9V/fR6fk9ly37wUJXVtrjW1XkJIyqMnc3OX/Xo5dbtPj7h4JnV+0jqzoCiGEEGKX1Ggj2rRpADiD1m9Eu/HGbmituPfe5fVjL896n+klc3nhmH+R4ktK6NqWVUYg0KPJLmjRlVGKHi6iw186kDokNaHzi9aRFV0hhBBC7JIcJwxskPtaF+iSHm/IMGlSGu+/n8l1162ie/f4yu/acAW3f/84B3Ydxp/7HpnQddenLPRu8vWCcQVoW9PjDlnN3dok0BVCCCHELsm2KzGMDT68XhfoApYF117bjfz8CFdcUVI/fuePT1EVDXHfodcntEGspZSFmnk1rHp+FZ3HdCbYM9jm84u2kdQFIYQQOHmPJQAAIABJREFUQuySHKcCpeqqHZSUQFFR/WuTJqWzZEmAV15ZjN8f34C2pKKIF2e+w0WDT2HP9vkJXXNTKQtaaxb9bRFmiknurdIcYluQFV0hhBBC7HLiK6tVGIYft3tnyIl3JXM7xAPQ117Lpl07i1Gj1ldlePn39wC4eu9zErpmSykLaz9eS/nn5eTdnoevvS+ha4i2kUBXCCGEELsc142itYNSBjWzPiB60yVopaj57V3Ky00++SSdU04pw1uXXWA5Nv+d/SFH9jiAzqkdErqmbVcTDPZtMmXBjbksvnoxSf2S6HJ54+YRYuuQ1AUhhBBC7HI2rrhgTp+D2ycPUpJ494VMYjGD009fW//6Z0u+o7R2LecO/NNmXFXj9WY1+UrRI0WEF4UZ9NkgDK+sM24r8p0WQgghxC7HcWrZsOKCMX1uff3c117LZo89wgwevD4YfmnWe3RKbs+RPQ5I8HphPJ4MTDPQ6LVocZTCOwrJ/mM2WUc1HQiLrUMC3e1l/PjtfQdCCCHELsu2KzCMeB6sWrUao3gNztD+LFni46efUhg9ei3riioUVRczqWAKZww4Do+R2IfdjhPC7+/W5GtLb1qKG3Hp9WCvhM4tEieB7vZSULC970AIIYTYZcUD3XjFBeO3uQC4Q/vx+uvZKKU59dSy+rn/mfUBrnY5e8AJm3HFptMWqn6uovjFYrpe3ZWk3ok1nxCJk0B3R5aXB0rFv/LytvfdCCGEEDsFrV1cN4RS8RVd89e5aMPAHtCX11/PZuTIarp0sYB4u9//zHqfQ3P3JS89sU1irhvBNFMxzYaBrNaaRVctwtvRS+7NUk5se5BAd0dWWAhax78KC7f33QghhBA7BdcNo7Wub/hgTp+D268HU39vR0GBn9Gj129C+7JwKkXVJZw78MSErxdPW+jaaLz4xWKqplTR856eeNJk///2IIGuEEIIIXYp0WgJ9RvRtK7biNaf117LJjnZ4bjj1tfOfen392gXzOTYXockfD2tXbzedg3GYqUxFl+7mPSD08k5Jyfhc4vNI4GuEEIIIXYZjhMhHF6I15sBgFpRgrG6jMiA/rz7bibHH19BSooLQEnNGj5d8i1/6f9HfGbj2ret4boxDCOIaSY3GF909SKcGoc+T/dJqJWw2DIk0N2BjP9t/Pa+BSGEEGKnFoksQSkDpeKpAuZv8wD4tmZvKis9DWrnvjL7I2zX4ZyBiW9Cc5xq/P5uDYLZss/LKH21lO43die5X/ImjhZbW0KBrlIqXSn1qVJqolLqXaVUR6XUJ0qpaUqppzeY97xSaopS6pZNje128vJg3LhGm8wKKgq21x0JIYQQOz3briYSKcTjyagfM36dgzZNnp66P126xDjooGoAXO3y0u/vcUCXYfTOykv4mlo7+Hzt6587tQ4LLl1AsG+Q3BtlA9r2luiK7hnAg1rrI4Fi4DTgFa31cCBVKTVcKXUSYGqtRwA9lVK9mxrbEm9ip9PEJrOc+3MYN3kcapwi537J5RFCCCHaqrZ2PpnDLiAtfR9S04aTPOB4zOlzsfr24pOvczj11DJMMz533tolLK0s4vT+xyR8Pa1tDMOPaabWjxWMKyCyNELfp/ti+OWD8+0toS2AWusnNnjaHigCOimlMoBuwHLgbGBC3ZyJwIHA0CbGFiZyD7uakpqSJh8LIYQQomWWtZZYrBRj2ar4QhJgKAWhGlYMOwJnjmLkyKr6+VNXzgDggK57JXxN226YthCaEWL5A8vJuSCHjEMyWjhabAub9aeGUmoEkAn8F8gFrgTmAmVAMrCibmoZ0LGZsY3PeXFdCsS01atXb87tCSGEEGI3oLVLTc08PJ7URq8ZZZX87hsGwNChtfXjU1fMoH1SFj0zGpcFa/11LXy+DvHHjmb+xfPxZnvp9W/pgLajSDjQVUplAY8C5wNjgTFa638C84DzgBAQrJueUnetpsYa0Fo/o7UerrUe3r59+41f3rFJgwchhBBim4vFSrDtykYNG9b5qmofevWKkJHh1I9NXTmD/ToPTrgigtYOSnnweNIBWPXCKqr/V03+g/l4sxKr4CC2vEQ3o/mAN4EbtdaFxFd1ByqlTGBfQAO/EE9NABgMFDQztuvY0g0ecnPXB865ktAuhBBCbMx1bZ6b9hBeb2aTr2uvh3cX78OwYTX1YyU1ayioXMF+nQcnfF3brsLn64JSBlaFxdKbl5J+UDod/tIh4XOKLS/RNh0XAMOAm5VSNwOfAs8QT1+YArxGPIj+TinVGTga2I94ALzxmAA6Jnesz83tmFyX0VFQAOPHw7nnbq/bEkIIIXZo0WgRhZUrMQxf06/36U3B7FQuGba8fmzqinh+7r4JBrquGwU0wWBPAAr/WYi1xiL/kXypmbuDSWhFV2v9pNY6U2s9su7rXq31nlrrFK31EVrrkNa6ChgJTAUO1VpXNjW2pd7IDm38+BanFF9bzNhDxqLHaoqvLV7/wkZBrtYax6nBtkM4Ti2OE8F1o7iutWXvWQghhNjBuW6U2toFmGag8Yt1G9KKcgYBMHz4+hXdqStnEDD9DOnYr83X1FpjWeUkJw/GNAPUzK1hxaMr6HRhJ1KHNs4RFtvXVm28rLUuZ32VhWbHdnkFBQ2fr0tJWPe4Tl5GXpOHO04Ex6kiFivBskqbDWqVMjHNVEwzFY8nFcNIwuvNQikpbyKEEGLXEw4X1P06beL33NKlAPxm7IVpagYO3GAj2soZ7JWzZ0Ld0CxrLcFgD/z+DmitWXT1Ioxkgx7/6pHguxBb01YNdEUzmklJOHdIw+euaxMK/YZlxatPGEYA00zB42n6x6a1i9YxLKuUWKwI13XxeNJITu7fbO6SEEIIsTNynFoikaV4vdlNT5g2DYBJFfvQv3+YpKT4Cm+tFWFG6TyuGn52AtcMYZpJBIN9AFj78VrKPy+n14O98LVvOnVCbF+y1Le1NdMFraW8W601NTVzsay1+Hwd8Pk64PGk1bc0bIpSBoYRwONJw+tth9/fAXCoqppCKDQLx4lsiXckhBBCbBPjfxvf7Gvh8BKU8jb/qeW0aWjg3YV7N9iI9mvxbGzXaXN+rtY2jlNDSspgDMODG3NZfPVign2DdLm8S5vOJbYdWdHd2tZVYoD16QqtEI0uIxZbjte7ebs3TTMZw0giFismGl1JcnK/Rj25hRBCiB1RQUVBk+O2XU00uhyvdxNlSKdNI4qf0ookhg1bX5d/XaOIfToNbNO9xGJlpKTsiceTBkDRI0WEF4UZ+OlADJ+sG+6oJNDd2prJx90UyyojFJqNz5e9RQJSpRRebyZa24RCvwMmgYD89SmEEGLnVFs7H8PwN/870nXhl19YTjeABiu6U1fOoF92T7KC6a2+nmWtxe/vgN/fHYBIUYTCOwrJOjaL7FHNpE6IHYL8CbK1FRTA2LHxVd2NN6U1wXFqqa7+Ba83vdk0hVdmf5jQrSjlwedrR03N79h2KKFzCCGEENuTZZVjWaX1jRqatHgxVFXxK8MIBFz69w8D4GqX/62c2ab6uZZVjmmmkpw8CKUU2tXMO2ce2tXkP5y/uW9HbGUS6G4LreyS5ro21dW/oZQHw2iiVEqdwsqVCd+KUh5MM0goNAPXtRM+jxBCCLGtaa2prZ2HaSZvemLdRrRPGcWgQbV464orzFu7hIpodavzcy2rAsMIkpq6F4YRP0nRw0VUfFVB/sP5JOU33YlN7Dgk0N0WWtnwobZ2Ho4Tqs//aUr+U0dyz9RnSXtwOPlPHZnQ7ZhmCo4TIhxekNDxQgghxPYQi5Vi/udNTDNl0xOnTUMHArzLiY3SFoBWrejadgWGESAtbXh9M4rQzBBLblxC9gnZdLqgU+JvRGwzEujuIKLRYiKRQrzerE3OK60ta/JxW3m92YTDBUSjJQmfQwghhNhWXNeitnY2nqJW9JqaNo1wnyFUkcGwYRvUz10xg/ZJWfTM6LrJw227EqV8dSu5fgCciMPcM+biyfTQ99m+sql7JyGB7g7AccKEQjPxerfM5rPWWLdBLRSagePUtnyAEEIIsR3Zt1xDZtZhBO59Ad9dT2968q+/UtBuLwD22qvhiu5+nQdv8net44QAk9TUvRt0XFt681JqZtXQ78V+UjN3JyJVF7YzrV1qamZhGGZ9/s86xox5eD78BlVRhaqsRlVU890c8LhQEYDyIPiX343OSIPkINrvA58X/D60z4vO7Yyz32AwzSavbRg+DMNLKDSDtLR9pYOaEEKIHULO/TmU1MQ/cXxq2lMU/W0h1X8/Bu8NZ+O/+1liN10CxNP51n26+cLMt1k0ZmL8BKEQX/qPJY1KevWKAlBSs4aCyhVcNPiUZq+rtca2a8jIOKBBkFv+ZTlFDxbR+fLOZB8tVRZ2JhLobmfR6HIsaw0+X8N6uZ63JxIYczvELEhPQWekodNTiHqgVkFWGHqWg+e9L1EV1SjHafL8bsds7D8djn3SETj7DgKjYTDr8aQRi5USi5Xg90u+kRBCiB1PTc0cDCPYaEFm43Q+Y86i+JNTT2X8oqPZm0kYRrwz6NQV8fzcTW1Es+0KAoHuDSo6WBUWc8+ZS1K/JHr9u9eWektiG5FAdzuy7SpqauY0zMvVGt99z+O/8ynsEUOIvHo/Ojuj/uXDHxze4BxV10yKly6LxiBqoSyr/rH521w870zE+9J7+J5+A7dLR6xLTiV21dkNmld4POnU1s7D622PYch/EkIIIbahvLx4cyWI15svKKD42mIAbv/mdm4ccQnV1dPx+ztu8jSmA4FL/wlA5P7HmNkTruVnIL5xe+rKGQRMP0M69mvyeK0dtLYJBhsGs4uvXUysOMaA9wZgJjX9CanYcUlUs524rk0oNBPTTFpfLzcaI3Dlv/C+9jHWaUcTeexW8LciD0gpCPgh4EdvMGz37Ip90hFQXYPnk2/xvvoR/tseRRWuJPrAP+pXdw3Dj21XEYutIBBoXVMLIYQQYovYRAdRrW1qambj9WY2eWiHpKz6Vd2x04KY0+cAMGNle2wb9t4o0B2W0x+f6W3yXJZVRjDYB9MM1o+VTSqj+Pliut/QnbThzVdEEjsuCXS3k3B4MY4Twuera19YVknwjOvw/PAr0ZsuIfaPC1lV7GPq1GQCAY3f7xIIaFixF/hCECyDYHnrLpaajH3a0dinjsJ3+2P4H3oJVVVD5KnbwRv/T8DrzaS2dgE+X6f6MipCCCHE9mRZ5YDb7O+ldTm5z75+D1d/+T7W8YdiTp/Hz/v9FXiMvTovB6DGCjOjdB5X7nVWk+dx3SiG4SMQ6F4/5tQ4LLhoAcE+QXJvk0WgnZUEuq01fnyr6+G2xHFqiUSW4PW2A0CVrCF4/GUYi5cTfv5O7FNGMW1aEqeems+aNRv/5TmtwbMuDztkZtqkpLh4vRqPJ/7l9Wr22SfELbesxLPup6wUsXFXQHoq/tsfQ1XXEH7pbggGUMqD1ppwuIDk5D5b5H0KIYQQibLtamy7Ao9n02U3cRz+8n9TITmJ6IM3oDtk88PFeXT8sJLMuU8B8MXSH7Bdhz/k7tfkKSyrktTUIQ3S95bcvIRIQYQh3w7BDErKws5KAt3WaqJ97/jfxnPukHPbfKpIZBlKeVDKQK0sJemPY1ArSwm/8yjOwcP55JN0zjuvJx07WvznP/NJSnKJRhXhsMEJr18DsVQIZ0E4i7P2+Cvl5R5CIQPLUliWwrYVNTUGDz7YiQULArzwwtL4anCd2DXnotNS8P/9XoInX0X49QchNRmvN4NIZAmBQFdMU7q9CCGE2H5isZL478kWym56n3iNnFlFhJ+7E90hXhHh11+T2CtnQX0mxHsLv6RdMJMDug5tdLzj1ODxpOPzrc8BrpxSyYr/W0HnyzuTcVBGo2PEzkMC3c1QUFHQ5mMcJ0IkUoDXm4Vatioe5K6tIPzuYzgjhvDMM+25/vpuDBlSy4QJi+jQYaM2vdM/bvD0nmv+1Oy1njtpAdd8dDonneThtdcWkZ7u1r9mXXgyOiWJwKXjCJ7+d8IfPolSJkp5CYeXkJIyoM3vTQghhNgStNZEo8vqmzVsyM3tXP/YWFCA/44nsY45GPuUowAoKPCxcGGA0QcWAF0JWxE+X/I9p+1xNKbRcGVWa43jhEhLG1Ff0cGNusy/YD7+bn563t1zq71HsW1IoLuNRaNFgIGxdBVJx41BVddQ+/7j2MMGcPttXXj44RyOPrqCF15YyuKauTz1/SQCHj9J3gBBT6DR+daGK8gMpGE0UQP3suFfk376vlxySQ+OPbYv77yzsEHgbI8+hmhtmMDf7sbz6sfYZ/wRjyedaHR5XXkVSbwXQgix7dl2Ja4bJTe9cQcz+4zj4g8sm8BFt6GTAkQfvql+I9stt3QlGHQ58+jFQFe+LJxKjRXmhN6HNTqX41Tj8+U02OxWeGchtXNrGfjpQDypEibt7OQnuCXl5q7fMZrbOHHddWNEIkvwF1aSdNxfUeEotR88SajPHlx6Xh7vvpvFBReUct99yykNl3L8W5dRFtl0q8MeTx6OoQw6qCS6dsije1onuqbm0C0th8NVOaecUk5GhsNZZ/XkiCP68t57C+nRI1Z/vHXuiXhf/Rj/rY9gH30QKisdwwhQW7uAtLThm7iyEEIIsXXEYqswDB9n7Hlcs3N8D7yIOX0O4ZfuQefE97xMnpzKBx9kcuutK8j56yEAvLfgS7IC6RzYda9G53DdKH5/t/rnod9DLLtnGR3P7kj2KGkMsSuQQDdB67q2jJs8jo7JHeM1/woK4Pbb419NiEZXoi2b4Hm3QDRG7SdPsyx9D04/Kp+ZM4PceWcRV1xRgqsdLvz0FqJOjF/OfYvctC5UTI9Q+ZnNT68spF11O1anraY0vZS+A7pRnlnG6pIZFHf1stIq5UdrDiHjZx7ILOHd1SdzxBH5vP/+Qk45JZ9DDtmDO+8s4qyz1sZjcsMg8tANJB18Fv47niD60I14PGlEoyVEoyUt1i0UQgghtiStHaLRFXg8qc3OMabPxffv57BOGYV94uEA2Db84x/dyM2NcsUV8a5qUTvGp0u+5cQ+h+M1mwp5dH1zCO1qFly6ADPdJP/B/C3+vsT2IYFua6wrZj1uXH0x67ZyXZtweCHJz36GOXMB4f/cy5TQYM44oReRiMGECYs46qgqAO6d8hzfF/3K+K4P4PtnDvM+i2KtBJQH3VnzS89faFfdjp4lPem8tDudwr2AvRtdM+IN89K897j+iXbsuy989dU8rrgil7/+NY833sjmkUcKyc+P4g7sgzXmNLxPvIZ1xnG4wwfg9WZQUzMLrzdTyo0JIYRIXBurFtl2JVpb62vMbywcIXDxbej2WUTuv75++IUX2jNnTpD//ndx/Qbsr5b9RHWsppm0hTAeT0b977jiF4up+qGKvi/2xZvddK1dsfORQLc1mihmXXxtMbd/czu3j7y9VaeIxVahClbgv+sZrGMO5qXqU7jqgly6dInx8ccL6Ns3AsC3y6bx2ocTeeF/z5D7c2/Kki3SDvOQPspD+pEmh/738gbnrbz6Z5wyjbrrDaJnn4obATei8Z13B3NDIzjtw9OZ9l0h+74UJP9Q+PjjBbz8cjtuvbULI0b054YbVnHllcVw48V43vmCwDX3UPv1SximH8epobZ2gWxME0II0TpNBbVtXByKRlc2uQltHf8dT2LOX0rtu49BZnwvydq1Jnfe2ZlDDqniuOMq6ue+v+BLMvypHNK98WKQ69aQlBTvkhZbHWPx9YtJPzidnHNy2nS/YsfWeAeTaLW8jLxWzdPaIVy7gJR/PA2mycO97ufSy3qw//4hvv56Xn2Qu2phGf87bwUvPPECveb2ptNNPgYtSKHXf4O0O9OLt0PjH5dSCk+2QTC7iqTBJin7mqQd4iE7aToHR26htMeNWHhZckKMJeeFsUtczj13DT//PJujj65k3LgunHZaPjo1hejd12D+Ng/vc28B4PFkEo0uw7LWbrHvmRBCiF1YAp94biwWW4lpNp22YH7/C97HXyV24Sk4h62viXvXXZ2pqjK5997l9VtlYo7FJ4snc0yvQ5rshqa1W1+jd8n1S3CqHPo82afFcmZi5yKB7mZosoZuXl6joVisFM9bE/FOmsoPR1/L9Y/uzejRa3n77YVkZTloS7PirgjL9oUDfj0Q77lhBsxMpvMNfszUlv/BJQ84Hv89z5KaNpzkAccDUDPrA6I3XMTRMx5j6rOf8eLIF1n7YZS5B9cSWeSSk2Pz8stLGDeuiEmT0pk8ORX7xMOxD90X/x1PoErWxINoTzqh0Exc19rM75YQQohdVl5e/BPPceOa/D3YFlo79aW+NqTWlBMYczu6R1eid1xZPz57doDnn2/PBRespn//SP345GU/UxGt5oQ+jdMWtLYxDB+mmULF5AqKxxfT7bpuJPdP3qx7FzseCXS3tI0+solGS6lZ/gPJtzxLee+BHPbOrRx6aBWPP16A1wvhOQ5z/1BL8T0Wk/t9y8LXpjDkkRy87Vr/ozGWrYynVmgdf7yRcUdczvJz5jPmojFYMZsFx9cSLYzX1L300lI6d45x112d0ah4vlMkhv+WR+LnNgK4rkU4vDjx74kQQohd27oUP63jjyHh4Ncwgo0HayMET70aVVpG+Lk7IDk+x7bh+uu7k57ucPPNDX//vb/wS1J9yfyh+76NTuc4NXi9ndBWfANaIC9A7i3S5ndXJIHuVuK6NjU1cwmFppHyz5dQZVUct/JF8vtavPzyYjyGpvjh+Apr7XKL20eP5fcbf+Sso47d5Hk7JGU1+XhTPIaH8cfejdM7ym3n34Ib0iw4rpbYCpdAQHPttauYOjWFr79ORffOJXbFmXjf+BRjxjwAvN5MwuGlWFZFC1cSQgghWjb+t/HNvmaaKQ0HHIfARbdi/DKbyPN34g6P7xsJhQxGj87nu+9S+ec/i8jKcuoPsRybDxd9w9E9D8bvabyh2nWj+HwdWP7Acmrn1tL78d6YSdLmd1ckge5WYNshqqp+IhJZRvCbhfj+8xFPBa9icepA3nxzIf5Sm/mjallxW4zg4Zorrrqcgn0W8egRt7aYG7RozERu2O8iqq6ZxqIxEwFwu3eO/9WsVPxxEzIDadw98hq+T53K4gd+xS6LB7tWictZZ62la9cY//pXZ7SG2N/OQWem4x/7GABKGXg8KdTU/I7WTpPnF0IIIRooKIiv8I4dW5+7m3N/Dmqc4rz3zyPn/qY3fW38e9B/08N4P/ya6N3XYB93KADFxR6OOaYPkyal8fDDhZxzTsO9JN8X/UJ5pJI/NZm2oAGFUxqg8J+FtPtzO7KPkZq5uyoJdLewaLSYysrvURXlpF7/DMFTrqbA35ux7ljeGL8A9WyIOfvVEJnnkvuMn3+dfgfz1SJeOPYuMgLN1wzcUG56w2C2ZtYHhJ8cS3XVNGpmfdDscaN6HMjA9n34V+gRek7wY63SLDg+jBlyuO66Vfz8cwqTJqVBegrR687D89VUzG/+B4BpJuE4NXWd3YQQQoi2K6kpafJxc7yPv4rvydeIXXY61mWnAzB3boDDDuvHwoUB3nhjEeefv6bRce8v/JJkb5DDcvdr9JrrRvB6Mym6bxXa1vS6r9dmvCOxo0so0FVKpSulPlVKTVRKvauUukop9U3d129Kqafr5j2vlJqilLplg2MbjTUrFmtxyo7kgw8+4Mwzzybw1g+k7nMO3vHv8Wq7yxgS/Znnz1uCcc5aSh6OkXWahz2nJfNuv/f5YPHXjD3gcvbu1PoSXk11iqlvibgJSimu2/d8FpUvY1L2N+RPCBJd6jLvyDAnDSyle/doPFdXg3XhKbjdcuKrunWl1bzeTGpq5uE44VbfqxBCiN1cgpvTPO9/if+mh7COP5Tov/4GxDufHXlkX2Ixg08/nV9ff35Dy6uKeX/hVxzV80CC3kCj1x2nBtZ2YNUzq+h4dkeCPZrICRa7jERXdM8AHtRaHwkUA0u11iO11iOB74BnlVInAabWegTQUynVu6mxTV5l9mx49dUEb3Hbu+2GG3j7rS9YM+ZO1qR046DATzwcvoMJ+bNJfbwCfzdFv6+SyHsiyFy1kJsmP8QReftzxfAzmzyf44SJRkuIxUqx7Qq0tjf7Ho/v/Qf6ZOVx/08vkHygQe93grghzeKjarhn2Dx+/SWJzz9Pg4Cf6E1jMKfPwfPelwAo5UEpk9rahZt9H0IIIXYTbWgWsY5aXUbgkrG4wwcQefYOME1mzQpy8sn5dOpk8eWX8xgypPGiy4S5n7H/f0YTsaNcOnR0M2d3KX4kjGu55N4kG9B2dQkFulrrJ7TWX9Q9bQ+UAiilugAdtdbTgJHAhLo5E4EDmxlrluX3wRlnwJgxEIlsaup298Pzz7Nq3jx6KsU57fah/9Ip/CnZz32hGSRVW+Q9FaDvpCSSh5uEYrWc+/GNZAXSeXrUOIwmyqhYVgVaW6SnjyAtbV98vs7YdjWxWCmWVYbjhFvMl3VzG+frGsrg7/ucx+w1i/hsyXekHuih/4/JpI/y0Om9ch4N/MYT49qhNdijj8bp3wv/uMfBigfZHk8GsVgRllW+Zb5xYvtbtzNaqc0uCySEEFuC99k3UbURIk+OhWCAcFhx/vk9SE93+PjjBXTv3vAT3/JIFed9fBMXfnoL/bJ78sNZr7Fv58GNzqu1jbPGT/Eza+h4ZkeCvWQ1d1e3WTm6SqkRQKbWemrd0OXAk3WPk4EVdY/LgI7NjG18zouVUtOUUtMi4e5M6/A+859OZmWfvxH6aA6u7W7OLbcskV/6X37JuEsu4cRgMpX+EUxZs4BHvB+yd8VaOv7Nx4Bfksn+ixdlxBPsr/3q3yypKOK5Y+6gXVJmg1Np7cbr7nrSSU/fH683E683i+TkPcjM/ANpaSMIBHpgGH5su4pYbDWxWCmx2Gosaw2WtRbLKse2K4mOPrTJ2z2l31HkpXfcAEOAAAAgAElEQVTh31OfR2uNJ1vR878Bch/zs4dbxdWzZ/PVHT4wTaJj/4qxZDnel94D4ukPpplKTc1stN7KPwuxbTRVFkgIIbaRRhuqwxG8z76JPeog3D55ANx6a1fmzQvy1FMFtG/f8NPNb5dNY/+XT+f9hV9y6wGX8umpz9Azo2uT13KcEGsfT8GNuuTeLKu5u4OEWwArpbKAR4E/1z03gEOBm+umhIB1fyqlEA+qmxprQGv9DPAMQPvU9vrrlPkMqjgU//IUOK4Uw19C+sgsMg/NJGNkBil7pWB4tuCeuiba/W7Sm28y8y9/YYEy8Rj/JLf2PfpyDJ93eYcH3v47gd4N7+3dBZN4dc5HXLfvBRzUbXiD11zXwrLWEgz2Jikpv1HBbKUMvN4MvN6MDY6J4jhhXDeC1g5aW2htx/9qdeIrwF5v+wa7WD2Gh2v2PpcrJ/2Lrwp/4rC8/VBK0e5sH8F9PXx6IOTev5bSTn46XHgg9ogh+O55Fmv0MZCShGkmEYuVEI2uIBDo1sZvsBBCCBFnWWup/OVZ/P71617eF97GWFtB5IozAPjsszSeeaYDl11WwuGHN8zJ/XnVLE54+3J6ZnRl0ugXGZbTf5PXi5XEWP1cmI5ndCSpd9KWf0Nih6P0uqCuLQcp5QM+Be5Zl8KglDoEOFFr/be652cDHbTW9yulxgHziQfWDca01s0m4arOSnMJoKFm5EKqL7iPyiVBKjJGUlsRD/bMFJPUfVLxd/bj7ejF19GHr4MPT7YH5VHxLzP+v58UfcIpo07h/9k77/AoqrYP39O2ZZNNTwiQQEIHARVBrCiiFFFQUdRXUbFXxK74Cq8NQWxYsIAoCFYs2MDyKYIKggLSCRAChDTSt8/M+f7YJBAIEBAw6NzXtdfunj1z5szs7sxvnnmKFrdnKcBdNq6u0BUiYtmtsXRlZNSmSQk+8RrFD33J1pi+bKyIYwPr+coxh6lvjCbU1U96epM6Q2+rLKDn25eSGduMb4ZOQVN2XmcYhhfD8OF2H1vnD/9XEMLE51uD378Zmy2xjnAO6iG6ThlMhieNry95vc5yM96Mo/gOLyezgyYP2Gh6xhrcZw8nOOpGQvdeWz22jq5X4PGciqLs6exv0cjZtR59fb95CwsLiwOhgccRaUxdA1LpHT8BAkWpFp2mSVS3ixDRUfh+eJuCQo2ePTuQmhrm++/X4HDsHLcq5OOU6ZcTNsIsuGLmfjMXCSHIHVVG8Usq3Vd1x9XWErpHK5IkLRFCdNt/z4O36A4HjgMekiTpISLuCl2Aebv0+QT4SZKkNKAfcCIg6mnbPxK4erXCtXoiKaNHw9gLCGV0oey6FynLS6JySSXl88sJFYQw/Xu/nZ5GGgtYgBqr4shy4MxyEtUhioSBCbiPde89h21ODrz5JvTpg3/2YorPnETREhcVFa2AEYgYB99VJFNxiklsjETyuQ5kObbOEKYwuWnOGEJGiNf7P1pH5Op6GSDj8ZyMqjYsxVhDkCQZl6s9oBIIrK+27EYSYttVG7d3u4L7fniaBVt/5+Rmx9UuN+Q/pZzwTEe0SonuTxajF7Wlzdmnor36PqE7rwJNRZIi8/f7s3G7G54xwqKR0MB69FOXTq2/1LWFhYXFIcAwKrHZkmvfK3PmI2fn4p/8GAKJm25qQVWVwpQp6+qIXIAHf3yWTWVb+fLiVxuUnjNU5KNkikry0GRL5P6LOCihK4R4hZ2+uDW8t1ufCkmSegF9gHFCiHKA+toajM0GTzwB/fphu+IKkh85neRRo+Cnh0DTEEJgVBmECkLob3+C6DcAoQuEIRgycwjB8iBNSpuQVZnF0JihVP1eRdGHReSMzsGebidxUCKJdMUTNNHLw4Rpjn73m4R/XYV3WRVFVWGqaAPE4nZtpUWvHByPX0T3oTE428D/bl3O22/XL5Zf/n0GP+Qu4oWzHqJ1XEbNPiIcLkZV44iO7oos2w9odzQESZJwuVojSSo+3+pqy27kax92zCCeXjSFR356kS8vfhWbErF0axqMvCefW2/tyJfnL6HojSqME++kU9ElKN8swOh/OgCqGkcgsBm7vSmaFrfXOVgcveSU5fzdU7CwsPgHo6p1jUK2idMxm6WgDzqLSZOS+PZbDxMm5NKuXd2A9C+yf2Dqnx8z8oSr6hhq9kXBxBCmT7VK/f7LOGgf3YYghChlZ5aFvbYdMKeeCsuWwe23R2pov/02xMYihUKo4TDqhg1gGPAoIMvgcPBVwIchQYEb8t3Qpdtq6J1KaEAKO9YnUrw2mbyXfGzjWXDUGKbfhgkALQGIaekj61yVxJs64WzfC4jc/c3Lg59/jjzXx4qi9Yye/xIDsk5n2DGDqveDTjhcjMPRAperXa2l9XAQEbuZyLJGVdVybLaIZdelOXjy9JFc+9UoRn43lol9RtVatYcOLWHcuCY8kteOd/73J9v+G8cy7RnaTPkaqoWuJEmoagxe7594PCcf1m2wsLCwsPjnIcs7y/PKv69Cnf87gcdHsHhZDA8/3Iy+fcu49tqiOssUeIu59ZvH6JrcjgdPuqFB6/Fn6+x4QyFpSAJR7aMO6TZYNG4Oq9A9rHg88NZbMHBgxN9QliOmSJsN1q2D4cMjr195BW6+mfG/Po1qQooXUquAjRvh55+xlZbSRJZpIsvo9ihKfR3xxnRGbd0Ebcn3aFOeQ+3YHEcLJ7bkuvWyP/kkMoVRo6B798j73QnoQa79chSx9phaIRkJOivB7e6E3Z6+37K/hwqHozmG4ScQyMFmi5Q7vLh9X9aUbOTphVNoHZfBHSdcCYDNJhg5Mp8RIzJY9VACXV4rIfemdiybm0LmN6VE9YlYcCOBaUX4/ZtxuTKPyHZYHH5Sn06trVo0afEk8u/O/5tnZGFh8U/HNnE6IiaKbf0u4vIBWaSlhXnllZw6ceFCCG6a8z98YT9v9H+s9k7kvjDKBRsu8SHZZDLHtjqMW2DRGDnqhO4ePoMXXRR57Mq778Ibb0Rev/IKjB/PC09Pqz1xp0SlkH/38j3GVoEkSSKp/MdIg/QQXF2//2lBAVx/PRx7LDz8cP1zNYXJnd+NZdWODXw4+HkSXXGYZgBdryA6+vhDFnR2IDidLQgGN2OaYWQ5coAYddKNbCjN5b8/TSQrLp1zW/UC4PLLdzB+fBPGjk1jzpxKohzlbLgyzNqLZZqNC5F0rYYkSWhaPH7/Wmy2ZFTVfcS3yeIvkpGxM8NIRuSW3oGW6bSwsLBoCClRyRR4CwFIdsXXtktb8lE/+Q7/DZdy2Y1dKC9X+PbbtSQk1M0X//qyD/g252cmnHkfbeJb7Hd9whBsvNpPcBN0+irTqoL2L+QQ5uU6MjTIZ7DmxC1JtSfu/LvzeeT0RxCPiIO2Tuk6fPVVpIZFZiaUl0e8JmzVht6oqCjc7sifSAjBPd+P552Vs7nvxOs4u+XJGIYPXa8iJqbH3yJyIXKbyOVqh67vLPggSzKTzhnNcakduPbLUSwtWAOA3S648858fv3VzU8/uXEMakHXY54hzrWCLXcFybk+gOkTSJKCLDuqc+taEfuNmpo80WPG7MwTnZMTiZB+5JEGB6lZWFhYHCimGWLNtR9Scvt3VIxcTPaNc2s/s70yE4BRBSNZtMjNpEk5dOpUt/LZ2h2bGPXj8/RpcRLXdtnNwLUXtj4cpOJbg2bjIKF300O3MRZHDUed0G0QOTmRk7YQdU7cLWJbHNRwy5fDHXdA06bQv39E7F5xBfzyC3TaxeB71lln8fLLoxBCMGre87y+7ANuP/4KHux5PYZRhWkG8Xh6omnxe1/ZEcBuT0OWXZjmTud+p+bg3fMnkOCM5ZJP7iSvMnLFfeWVxSQnhxg2LJN+/dpwje01OlWOoOnwCkre11nb10e4yERVYwiHdxAM7sVRuT6mTj3EW3YYOQTVw6YunXooZ3RwWMUhLCwsDhW7HsPrMTDtimnqVFb+jmkGUVVPnc+kDVvQpn7M2s4DePajY7n77u0MGlRWp0/ICHPtV6OIsjl5+Zz/Nsjlr3hamMIXwyRcp5N2Q8Yeuekt/h007m/dmwQbzoLyZpj7KMLVUAFxIGmSdB0+ZhBnnAFdusCkSZEYuI8/hu3bI++P2y3QMxKcpfL4L28wccl0ru96MY+edjuGUYEQAo+nJ6oa0+A5HC4kScHlao+u1016kRKVyHuDnqUy5OX6r/8LgMMhOOmkKnbs0Bg1Kg+tVSqLtRPJUGeQ9a4T/1qTtX18BHNMNC0en28VhtHAcs1Hk/VwXwKxgYK90WcwsMr/WlhYNISaC/+rr27QnSEhDLzeZeh6xZ4ZevwBnFfeRxiNc5c/xznnlDFq1J4Gk8d/nsSywrW8dPbDpEQl7neKVb/o5I4IEH2GQpNHw9jtqQe1qRZHP41b6MoGfP08PLuF6OiIsPz0qfOZMyeSVKGGgxUQqU+nIo2RkMZIpIxPpagIlnAc48dDq1ZwAR+zcSOMGxcRtx9+CIMGgX0fWcAmLJrK04veYlinQYw7427C4RIkyU5MTA8UpfFEetpsSahqAoZRVae9U1JrHjzpeuZtWczywrUAXHBBKapq8sADTXnh1e0cO9CN9v7XxJ5p0uYzF3qJYO3ZPoKrZUDC51v773JhOJoE+76sLjUFJCwsLCz2xQHcGRJCUFW1ilCoqDYIepcPcYx8CnnFeq6UpyFnNuGNNzYh76ZM5m9ZwnO/vc3Vxwymf9bp+11f6cdhsof6saVLZEwxsTnjdxaksPjX0aiFruQqRbqlE8c+eRGDbvqDlf7vWPpDBn37gi0hjwcegDURd1KCQfjzT3j/fRg9Gq76ZBCDBsEZZ0QEclZWxPWgdeuIhfakk6Dg5ekw9Tt4YR2FD24iORm6sYR774344M5iMBs2wD33QPw+vA0CeoDP1n7GpR9dyqM/v8rF7c7m2d73Eg4VY7OlVIvcxuUAL0kSUVHt0HXvHqL08o7n4VIdvPpHJDXyoEFlXHllMUuXujnvvNYELj0fqbQc9at5uHsotJ3jAhnW9vMR+C2aUGgrgcCB3xYXwsAwfBhGANMMI8Q+zPgW+7ck1+duYfnjWlhYHE52uzMUDhcTCuWiaXtaYbW3P0V7ZzavJ9/LV/Rn5sxsPJ66x/2yQCXXf/1fMmOb80SvkftcdWiryYZL/GwcFsDeQqbVhy6kaB92u5U3999Mo8660DmlMwNPHcgLi17gj+iPsF1ug6AJ685D/fMGxo9PY+xYiE4cyaMl1Lo3SBI0i25JnIhkIWvaFDp0iFhiAwHwesHnA3QHIEGTJdDuE14Yeg/Nbx9Eh7Wf0KYNIH2y1z0U1IN8lf0VH6z6gNlrZ/PCe5U8UKgwJiGJ9KwgVb2KcEV3xOnMPGLpww4UVfVgtzcjHC6sczspzhHDJe37MXPVl/zvtNsp3ZbCmDHbWL/ewS+/uHm577nck/Y/tOmz0QedhbO9Qtu5LtYP8rF+kJ/MafGIXiuRZec+g+5MM4weKkLXSwmHd9S6eESQiBTSk1EUN1FRbdG0hL2O9bcwenQkqGvX90eS/QnVGqsLQCP9DR5ydi1tDHst321hYXGY2O3OkN+/AUWJ3uM8KC9dg/3ucSxL6cXNBY8x471NtGkT3GO4u75/iu1VxXwzdDJRWv0GI2EIit4Is21MEExo9rid5Js0UEx0XalXZFv8e2jUFl1VVnn0zEfZPGIzj53xGNG2aFB1Tj6ngPdm+cjdYjBhAmR03sxDD8HMmbB0aUTI5t75LMuWwbx5MHs2TJ8OkyfDO+9E8t3OnQsMPxWGnwJDLoWz7+W222AQn0ZE7l5YW7yWu+bcRdNnmjL4vcF8nf01F3e8mD6ZZ9Fh5rekzP8MYl14FnpxubIancjd3Z/Z5WqFEDpC6HXar+96CQEjyLQVn/L224l8/nkszz+fixAw491EwpcOQPn2F6T8YgDs6TJt57pwtJXZdE0QMy+Oqqo/9vADhojl1udbTyCQQ2XlEoLBLYCJqiZgsyVVPxKx2ZKqBbhBeflCKioWo+uVh2nPHASjR++0jh6kyG0UAWr/JHYXslbwnYXF34auV6DrJXu67ZVW4LzyPiocifQu+IAHHy6gX789zxXvr/6aD9Z8zQM9r6Nbk/pTfYa2mqzt62PLPUHc3RU6/BpFym02JFXCMCqx25shy43apmdxmGnUQreGWEcsD532EDkjcuib1ZdtldsY/N5gen3YntHBGFac1plHFYkRW1Pp0gWcu130hYwQpf5SCr2FVAQrCBvhBq/bH/azuWwzM/+cSa+pvWj3UjteWPQCZ7Q8g68u/4r8u/J547w3aBrTFFVRsdubY6u0ocU2zjQmu/szK4oLt7sz4XAxQux0fO6Y1IpTmx3PG8s+5PobtjNjRiK3355BVlaQ5cujmJN6GZJpor37Re0yWqJM1vTIzs+9yUAmioqKxRjGzhQxul5FeflC/P5sFMVV7Ssciyw7kCSJd1bOrjM/SZJRFBd2ewqGUUl5+Xy83lWY5p5X/o2B0T+MrvX7Hv3DaGCnL/iYH8eQ+nRqnbarP726tu1QYAnnBnI0ZfywsDhKCQQ271navqIK5zUPwdZC+lZ8xKmDFO6uJ+VnaaCCu79/ih5pnRnZ/ap6x6/4UWf1qT78q0xavOqg1cdO7C12yhrTDGG3N85zscWR46i6zHHb3PRo1oPZl81m1upZPP3z06wvWV/7eaG3kMRxiWiKBlThG/ssvrAP3dT3GEupp1ztsa8ei3M4iMk9KfIWUfgAVD6x04E9My6Tsb3HclXXq0hx13NL/rbbcPj9EYfenj0PyTYfCez2NEwzhNe7EpstuTYFyw3HXsJ/Zt/LUv/3fPFFxC8kHIYzzmjPDRNO45xuXVGnzyZ0x5W1t8btGTLp4xzk3BSg+CUbibfJVFb+TkzMCYRChXi9K5BlBzZbMhH3hLpsLt97ejJVjUEIN8HgVoLBbURHH9fo3BlG9xodefwQeYb6iy8croIMDQ7MPEQZFnatoBYpxHKUVFCzXBgsLA4rhuEnGNyKpiXVtinf/YrjtkeR8ooYYX+JyradmfXy2no9q15f+j5lwUqe6X0/6m4WWSEEBS+E2fZIEEdrmawZLhyt69rtDKMKWXahKH9/piOLv5ejSujWoMoqF3e8mCEdhjA/dz4Pfv8gJzY9kbAZJmyE0U0dsW4tro5didKicGkuomxRaLJGQA/g1/34w36emP9EnXGbxzTHH1qK0KJo2bQlyV9tIOXBJ0iOSqZ1QmtOST8FeV95+CZOjES53XknjB2795JpjRCnswWmGcLvX4/NloIkSfTPOo1m0Sm8+sd7tdXSNA1efDGHM85oz4ysYVy97k7k31Zgdj+mdqz4y1TKvlbJeyxEzJlRaB3KKSv7CdMMYrMl4D7mAuTciKDVZnyBd8VnDZ6nJMloWgKmGaC8/FeiojrgcLRodC4ih5Vd/U6nTj040fZXMizs4gfbqCqo1eyXMWMsf1wLi0NFfX7u9VRTBAgEAtjtdiRJIhjMQ5LkSNn7sipCd0wk6eOPyPO05rr4j/jF6MEPM1bjdu8ZdOwN+3n595mc0/IUjkmq60toVApybglQ9olO7CCVFi85UKJ3Hv8Nowpd96KqHtzujv+uc4NFvRx1QnfXog+SJHFqxqn0btm71np2IEz+Y3Ida9Rnl34Gl0nw9reRDhfNhK8eOLBBZRni4qCyEfmSNhCXqzUQJhDYjM2WgiqrDO9yEWPmv8Tq4g20T8wCoGtXP7feWsDtzw/nCvuDaO98RnAXoStJEhnPOVi10Mum6wK0/zEOYQugabEAEZFbHSQlVx+EWk06m0JfCQBTln9Up2JOfUSswkl4vavR9QqiojrUljT+x/N3BZntesIbPbrxCcn69steTsgWFhYNpL7/Vc1/f/To2vgEIQRNmzbl6quvZty4sQQCG5HlWF66MJfLvx1BmtjKU9zLM+JhOh5j8v6D2bRsGap3lW8un0VJoJy7e1xTpz242SR7iJ/AOpOmj9lJuS1Shl4IgWGUY5ohNC0Rj+cYVDXOErkWwFHio7srB1L0YX/k353Pm+e/+ZfKAtfhttvg5JPhm2/gllv++nhHGEmScLnaY7M1IRTaAcBVxwzGrth4ben7dfo+8EAeiS1sfB01CO2jueCvWyRCTZDIeNlBYI3JttHB/aZXqxG5u7/e93wV7PYUwuECKip+xTC8DVruoNhP1Z+/m/r8gA85R2NgV31VElu0iFh9/0KVOwsLC+r8f2bPno3P5+Ott96isnILQuh89YKXO78Zihxl49N7PqT3b1eyLnctn366nh496j9eB/UQExdP59Rmx9MjrXNtu/cPgzW9fYTzTVp/4iT1dlutyA2FClHVeDyek4mJOQFNi7dErkUtR53QrY+DLe0Lh1A4T50Kf/wBCxZEHo1QDDUESZKJijoGWbZjmkESnLFc1O4cZiz6nLWbc2r7uVyC668vZELJdUgVXtTZP+wxlucslaQbNApfCVM+Z08/6UNFxE/XpLz8Z8Lhsv32Pygaef7ZQ+1CkBKVUu/rg+13RNjbxcjuYvbvFOxWEJzFP4lqFyYhBKNHj6ZTp05kZGQwefKLBPwekh8fR1i2E73kRfo8nE7btoE9ikHszsxVX7DdW8RdPa6ubSufo7Ouvw/ZAW2/cRHTS61er0koVIjT2RK3u2ujqDxq0fj4RwjdQ2nlbeyWu79C6tOpjPlxDNIYaZ9WP1lWcTgyMIyI+8UNXS/BvyjIvePG1+l3wQWlzOM0SjzN0d6p38+22f/sONrLZF/sZ9P1foK5h6cIhKK4URQXFRW/EAoVHZZ1/JvYfud2ygeUM63rNPJurz9AUAhB7pW5lA8oZ0L8BNZ0X0PpD6WUfldK6Q+lvLXwrSM76fqst9C4Kr41woskC4u/yuzZsxFCkJKSwpAhA3nmmWl8fssqeofmsP36m5CaNCyPrW7qPPvbWxyb0oEz0nsAUDQ1RPZQP47WMu2+deFsGwkk3ylyM3G52lkWXIu9ctT56B52/sEnogOx+mlaIl7vagC6prSjqTuFP/JXYwqzNiAvLS3MKad5mbZiGLf/8DjSlnxE87oCWnZKtJ3jouC5EAUvhyj9WKcpN5JREkaLj/jUClMQXxlPalkqRTFFFHnqClX1ndnolw/c7/bJsgNVlais/A23uyt2e9r+d8oRICUqpY4veGOmankVBdMLKJhRQGhbiGY0Y548D0e6AwdP4xi+hnBxmACT8Uf/hOmNXLgcx3EsZWmdsWKdsYzsPpLHpzyOM7NxVQa0sLA4dCxZsoSxY8fy4osv0qJFNCccdwIZn41ha0wbUh+/oMHjfLzuWzaVb+Wd0yJGlW2PBskfHyKmj0LmW04Ud0TMCmESDhfidLbG5WptiVyLfWIJXYt6UVU3qhqNaQaQZQfdUjvy6erv+TH3N87I6FHbb8iQEp6eN5w7eAxtxueE7rt2z7FiJZqOtpN0rUbeE0G2Th9CftZCok+IJsBbBFKq+Cj4EQAmJotaL6KsvY6nj4KkSsib955ybHdk2Y6mJVBVtRQhwjgcB2+Vn7p0asPuFuzHz7PG/7vB4x1hgtuCFMwooGB6Ad7lXiRVIr5fPEljk8AE/wY//mw//hwXJV+WoCVqONhO7PBTcGQ6sKfbmbF+JlcedwWSInP6tNOJCkTRd2lfBswbwMJWC4nvG0/azWnE941HVv8RN5IsLCyqGVNdIXLixOfQ9QqGZHehL1+S+9xroDVMZpjCZMLCN2kb35L+maex5e4gRa+HSRymkf6sHUmtEbkGoVARLldbnM7GV5TJovFhCV2LveJwpOP1rsFmc9A+MYs56gImL/uwjtA977wyRo7szNrkk2n9zmxC9w7fayYAWzOZFi87aTn9CnLOnE1wSxA3G4i5qRX3r3+KwphC2m9rT//f+7PhEj9aU4nEKzXSqhwHNG9JUqvF7gpMUz/oMswNzklbz63x+vzGdxW5f7eVV6/UKZ5VTP60fMq+LwMB7u5OWjybgOd8CSXBj2GswTSDaAhiBCTMuBk2eCEUgrjulFzXAknXIWyQ6FuG7HCAbqBpf6KrMO2sX5l6ZiJzY+ZQ+GYFKwaWoCVpJF2YRPLQZDyneJCUf9FJykp/ZvEPxzQDbFxocNfq51jRtj8ZFx3X4GXnbJzPqh0beLXPGLbcFmLHdJ2U2zWaPmqvPX4LoRMOF+Nytcflyjxcm2HxD8MSuhZ7JVIfPFItTZUVjkluzRcb5pFXWUhadDIAcXEGZ59dwYvzhzOx/BqUn//AOHnfBzc3OXT6qLqco9SNyv+dx2fPRHx8f237K2+f/jYb282neEqY7WNDFNrOpWnrEInDNCS5YcJIklRstmT8/jUAuFxZB7EHDp79WW6337kd7wovn634jEHdBhHMC6JEKyhRSoO3sQYhxB7C2TTDSBkZO08QGekES3dQ8nUpOz4uo/TzKkw/2NJNUq4oJrHdeqLCOcgrC5HnFiNvLULOK0LyByAURtKrq+ZF7SzlGX/Mf2pfR15NBWBJndkVI2wn0iIhnh0tTqNQ6k3+lFbkTcrD1kQj6eJkUq9MxX2s+2+3zBx2i/vflRbOwuIIYJohdN2PmPwNkgQp029u8LL+cICxv75BZlRzuj9zBjs+0mlyv40mD9hqjwumGUTXy3C7j200bmkWRweW0LXYK4oSqSpjmpHUYV2S2/ObWMFbKz7hgZ7X1/YbMqSEm764hGect6FNn71fobs/DMUgbqBG3ECNwHqTLYPzyb3DRskHOhnPO/aogLM3IsUlkvH51gDSobEAHGQ6KlM3qfq9irIfyyj7oYzy+eUYFQZppLGIRTs7yhDVKYrY02PxnOYh9s7e2LauAEBkZGBk/7nHn7akZA4rr34LEDy1cDr39fgPJYVzkT56HGNtOd4fVcoWeKhIXorQFVS7j+S430lxfUVs7s9Ib+8cS3jcmM1SEX+CTUAAACAASURBVM1S0bt3BpcTYdNAVbE/9XqkEIrNBiNHEnjuAYSmgqpGbk8qCqgKl8y+ByFBnB+SfPBEh0uRi0tJ3LaZlEV3YoYEO+hJQdUA8l7swrbnt+HKCJIySCV5eDNs7ZojKTUnuMijwSK4Id9PPbl1ayq8Xf3p1Ue8wltjdWmxOHpoDL+hUKiAknV+jvUtZ/WgEbRu27A0h1sr87n8s3tYsS2bj+fNpGyeQdP/2UgdsbN0sGH4MAwvMTE9Gl01TIvGjyV0LfbJhg1+duxYCUCsPZoTxDG88fUH3NPjmtqyjP36laG4M1iQOpjTP/kIxt8Dbte+hm0wjtYyHS79nu3p17D1oQCrTvLS5H4bKTfbkJ11xc87K2dzece6QWuSJGOzJeHzrUaSZJzOFn9tQg2M4BdC4M/2Uzq3lJJvSij7vgyjMmIVdbVzkTw0keiTbUhROkalgV5pYFQY6GUm3iVBtk/OY9vEbcBEXO1dRB8fTdT0/2G8/wuppOBYvQb9z01U0ZXKS1fjzbHjL/Rwvu88VuthDOFA0BSI1Hm3k09TZpGg/EpM7FbISMVolUFJyq1sUFqzItCG7Y4MvKoHwwDDkND16keVhK6DwvHo625A10EnmcC8fhiGhGGA3S5wuUycTpPZW3SwVUFsDqSv54477yQurtoiHNaRf1+FZ95vxP/0PuavT1JknEz+5n5ser4dOc/nEi99gFPLR9N8qDYfqj2AFh3AcVE60tXD0Fp2QlGia0tV74p55eUIw4cQBqYZJrDZj3e5D71cx/SaGF4T88pPEYtWobdoi+kTGBcsZsSfI1BNldKoUopjitmsrsfe1IEjw4m7czSK3XZYLM5/p8C2+OfQYDerw4QQJuUl64jevJEdajKnvzqkQcv9vPUPrvj8PtzFMcz+4UPsi2JoPt5O8g222j66XokQBh7PSVb6MIuDwhK6Fvtkx44Qt946gSFD+iGEoHDmDoqOL+XrjfNrywI7nYKBA8t44rPr6OWdjvrJt+j/Oe+QzUGSIPEKDU8fhdx7g+SNCZE3JoQcA1qChJoYeTicKZT0D+M6VsGeJdW6AEiSUl1FbSWSJP2lALV9YQQMyr4ro/izYkrmlBDcHATA0cJO0tB4Yno5cJ0YhPgdGMYOdloqawRU5HUSIMIS/qVg9n2DspYPUPZ/JRRwA1wOm3kXucNmTJzAs/ANaFIpUVHbcSYGUWIk5FiNKs1Jvh5NUYqLwpTmlNnuoJJR+PwKGzY4WDHHSXFx/dXkNM1EVUFVBYoSeWichzo3YsBV6Y70pwtVFciyIBiU8ftlvF4ZKkeAsdOvOuMNSEgI07p1kFNPreTssz10G9kZ5Z7hYJp4dpQRu7WAwK8rKfrcRcnSrpR4nYiQAjU55fPB/mQ+TcZOIvG0PMS1pyMNGIhs92CGyzBLCwlvLsC/UMf3h4J3lRPvxhj0qvqzPUhyEoqSj6yEUJQg3fVYwAAjDUlPYtOCbbV9ZTmEO34bMYlbiEnOIzqpANVugqoiySqoWuRZUUCOWLWRlYgQD4YgEIBAMJLL8bzzIu8BccLxzM2NuJts8cCm2AKQJkDLljsfsbEH8Uu0sDiy6Hop60fPx00VhQMuRXLa97vM5GUf8uDc57huybUM/v4CJEki/WUHif/ZeUwyjCpAwuPpiaIcGuOJxb8PS+ha7JM+ffoRHx/LqlXrEEIm1hlN+Lhk3lj2Ya3QhYj7wgUzT6WiSUuipsyKpAM7xBYwLVUm620nFd/reJcY6MWCcJFA3yEI5Qqar2/NplkRESG7wdVZIW6wStI1GpIWEbtVVRE3gEMhdoUQhIp97Ph8Bzs+K6F0bgWmz0R2y3jOdJEywob79ABKeiVQHlkmJNCW5uFYvhH5z/VIXl/NYHy87luCegjNgGhJ45y07qgsIL0kB4p+J4yG19kOn78JZadeQ7ipC/PdZymf+TD+xFSKvR1ZutTFggXR/Pqrm8pKpe7+00xsNoGmCTIzg/TvX07Hjj46dvTToUOAmBijWrjWv73RMd1gS42PaRsqlyyut1/MM91At0FpS9jRhsePeYnsbAcrVzqZMCGV8eObkJAQ5qyzKujdu4KkJA92ezq24wX2k0zcbpOWLQMIHxilAr1EEMg2KZ6USM7C4Wz+USfpxx9Idt1JUCRR6W9JBe3xkUFNanAnuSQwjxhW43ZsRrUFkNUQis1A0XQkVap2u1BAU1lStBZDBkmAbEocE9+NUDAGfyCJCm8mFZWt2Vp8CqyRARO3loPHtpoYdRUebRU2UQqmCYYJpkAyDRAg7BrYbQhHtYVq61ZwRC4CwrEy2VUgC8goh5Nzgd/urvsbi/UgWqRHXDLatUUadAFS9xMtH1+LRoW/fB2tpk/hOLk5vUf122ff9SU5PL3wTXI+KeGdb98hriieuMEqzR6zY2u+8+AjhIFh+PB4TrFErsVfwhK6FvtEkiQefvhBhg27EVlWePHFUSyLXcsTv7zKhtItZMU1B6BXrwoSE3VmJN/CjYvvRvlpCcZp3Q7LnGLOVIk5c8+f7pPz3uGO+OH4lpr4lhpULTTYck8kRU2zJ+x4zlax2RKpqlqBYQSq8y82PNWVrlfi863HCPoonxukZAZUzJVBl1CbCGIvMYjpZxLVU0ct24KypRh1YRHyB0Uom7Yir8xGXr2hNrBLxEQh4jy143crj9R9DysQVMJIWnUpZKcT85bbWP/sF7x940d89WwZy3/qUr3UqXBp3Xm2b+/n4otLOOmkSnr2rCI5WUfTxF/WRmZ6GnJNYEj6foJB1BAkrYWktdx22yO1zaWlCt99F8PcuR6++SaG996r39+ufXs/V11VxNChJcQ1N3B1UYi/MI7AOoOi14LsmHYGhb6zIqtyBHFnlBHXJpeoTgZRJyio6dGIuDMRsYNAUzEBE9hbfb4ez+z6WxVUjHwFGYiqfjQBjEqBd5FB1S8Glb+0Ju+3TLZ5BwBgS4/cVVA8Emps5FmJIfJc/Yi+7k7k8V8SLg4T+uVGqrrezc8ls7DpNmZ0zmZN0zX8eM8E1MJcpJwtyJu3IW/OR84tQF65FOXzL5HGPo3ZPBVj8ACkiy9GPvE0ZOXAspJYHGGmTm1cRUv2RU1mEGhwZhBdr6LquXdJ8+fS7IJ3aNM2fY8+ISPM59k/MGX5Ryxfnc29n93L9et64mgn0Xyyo7bS2a6EwztwOtuiqtF/caMs/u1IoiYKuBHSrVs3sXhx/VYjiwNHGlNX6YhHqr/7/RyIDSNARkY6um6ybt3X5HuL6fD6udxy3GU8dvodtf3uvrs57051UxKbgeiYif/Tl+sdLzqmW53o88qKxREr4C5UjNz5vdueeJXQgzfsd/ue+PlVHjxpZz8hBOVfG2x9MEBwgyDmLIVmT9hxtJUIh4uw2VKIiuqMLNe9fV/jNwnU+k0GNi7De9VjlKxoRWFFT8JGDJpcRorjR5LUeUSLtdWptvSdGQpq5iFJiLRkzPZZGF3bYnZui9GlHaGmTTFMubYQX+LzPUBIUNUESlvyco+pbL/5bbIv/S/ffgtFRaAoglOMHxkwrhfp6WAbOpjwe+Ox2SLW2g4d/CQk1F3/oWZ/BTz29V3uimHAmjUOKisVgkGZYFAiFJLYvt3GjBkJLFkShcNhMnhwKcOGFbPO+T5XHds/sqxXUPWzgT1Txp5ZN1hNCAgEJKqqFCoqFLxeudbf2DSpfZblyP6UZejz3pUgGyAZIOv8ds17yHKN2wa7PUeWkQ2T8CqDwCKdwAoDs1xgVgiMctDLBUa5QAT2vh+FBKVaAEMySQpGLFZCBiVTwd1NJraHjOs4BWdHGdkmQWkF6pc/os6ag/rDYqSwjpGRSvDmoUjDr0fzNENR/v7sFRa7MXp05HGo2OV4Xd+x6i8hSXUzgwhRf9sueIuWYmSew7KqNkT//jJZrUJ1Pn9h8TSeXzyNIl8JfYrO5K5378buddDsvw6Sb9CQtD1/r4bhBWQ8np5IkrLH5xYWkiQtEUI0yJpmWXQt9nvVrigOXn55NKGQF0mSaOJO4txWpzN95WeMOvlGHGrEH2vIkBJeey2ZRadcR89ZTyIvXoHZrdMR2ID6kSSJ2H4qMb2jKHotzPangqzq6Yu0nRmH87QSjKyFREcfhzLt/dqTR82JwxVw0WZVG1b2mU359yFC5i1IkkF8k/UkZ31DXPNcsCmgZqFrbQmaKtuLXWwtcLJdNGGL1pIcqQWbzBaU+px48xSq1slUTo6Ir1Bod2tyuM67m98CiVE0mw99+sC5My7l5I33kZ5xBtxTfbIZ+gmV/UYd1v24Ow2pUtcQFAU6dqxfCV53XRHLlzt5881Epkx3MnNmW5Ae4M7ETQzomUjbtgEyM4MUr1LZssXGli02tm61sW2bjYoKBV0/ULG3qM67E145yI1ipxg2TQkJQRQ67uqHDZNyNErRqBQaIhSZZywh2lFJW7OCdtmVtMuupOLdiI83NojqLOM63oa7e1/czw1Ai6pC+2oetqmzcN33HOZTUwhcdx6h6y5AS+2A3d7ECtz5p7LL8fpAql0eNPVkKanBNMPw8kvEVBXybqe3GLubyF2Yt4xR856nV7Me3L31DqImNcHeQiJzthNXp/oFrBAmhuHF4znJErkWhwRL6FrUy+7pas455wKqqv6ofT+8y0V8uv57Pl73LZd2iNy+7d7dS4sWQW79cwSLPC9hm/AmgZkTDvtcW006m0Jf5Db/lOUfkX3j3DqfyzaJlFttJFyqsn18iLLZOmWf64CGLUPH3esXorJ19IWr0ctMnvrtKTw+D1kFWaimSglVxMVsxLjaybYeLSm2pbPM3wefLxJ8tXKli4U/RbFypRMhJCRJEBtrEB1tEBVl4nYbuN0mqalh3G6TqCiD6OjIs6JEDCRCwKPzq9VVVCHEbeKPkc/S4djjsOVWnzxmvEtlXF0fzn8ynTv7efbZLUxOPh2y+0FBZ4zCjqxe3Z8vvojFMCInX49Hp3nzEM2aheje3UtsrE50dGSf13wHmrYzqE5VQZYjQrQmw8SFH40AUwGhgKnwZv9x6LrEJ2v/jwGZZ9b2q8kyYRgRq/DubYZB9bgSq4rXc2anDNLSwjRpEqbNWX1I8m9BksBwuCjPW0DaC73AsFHmj+NXfzwjz5lGaWk0C9YlsmCWE/umMO1DFZywtoz05V6UVyMXQ1qajLtHb9xDzibpvjW4XnsT11PTcU78kMBVAyi/51LUuKY4nVloWsIBuehYHCJ2dQOYOvXoLRCyj3mHirPRJrzP15xD51vbAiV1Pn/i51dpYTZn3HtP4f1GEHeBSsYLDpSYvV+IhsMlOBxZqKpnr30sLA6EgxK6kiR5gHcBhUhc9CVCiJAkSS8DXwkhZlf3mwx0AL4QQjy2tzaLxsfu6Wo0LR6QEEIgSRKnNz+BVnHpvLl8Vq3QlSR4/vnNXHJJK16LuZWbvniC0KpszA6tDutca0Tu7q93R02QaT7WQbMnBcFsQcX/6VR8b1A2C0qqMlFW56N4BNHBaIK2CtSoD+ha+Sv2y7N4ruVTPPJUFuHn9xQM0dEGJ5xQxcCBZfToUUW3bl5iYswD3o5HlcfrvM/KCmLbzcr7r8TuhY4fRh7AkpGLCQYltm61kZgYxuM58H29B39+WefthRc+ELmAcpfwRSEku+L3uIDaF60mnU2hp4Q5fkjeHk/2+XOJSjdrU+KZ6WkYbhMcFZEFoooB6Nu3Yucgj0RcOz75JI4Jn6axeqWDi48v5P5zN8PKMN5FBqUf62yLbknilU+S+nEe0e9NxfHKLOyzF+B74R4qTy1Flh04na1Q1TgUxWWJ3iNFPQVCDrmrwW7oeiWybEOStMP+PQthIp4Zh62ygiddY/j6+zuwvbwWEeNGJCfw3ZgLyfmtiEmzJuErFTSfECkDvy/XGsPwV/9erapnFoeOg7XoXg48I4T4RpKkV4C+kiSVAqm7iNwLAEUI0VOSpCmSJLUGjtm9TQix/pBsicXBUU9Z0pqD8Zgfx9QejGXZhqYlYJo+FCUKSZK4stP5/PeniWSX5tIqLhKAcMYZlcycmc3NQ+9kmPw84sm3YNqjBzc300Rel4O0OQ9l3uJIVLsQYAqU737B6NUdTMGAtZHIdVlEEnSpn35X26/WXArVryMvNSFweyBtkEAMFGjvfo7ISEPekEvm8qWkVgqqNLhnYDNWbJ7P/HeiOf/8Uq69tgin08TlMnE4Is8pKWEU6w7bEcVuF2RlBQ/ZeMmu+NqLpGRX/F8er76LL++Kzxrsb15Du3YB7r9/O/ffv51p0xK466505m2PZ+rUjZw4xYv3D4PCF0MUTgpTOCmJuPMfIHXiZSQ99yDuwXdhG34h/tE34jVXAQJJklHVWFQ1EU3zoCgxe/ioWxw+DqWrgWnueRFcXr4AiLhtSZINTYtHVeNRFDeKEoUs2/ZY5mCC5cLhEnxbfiH6pff5VBlE5sWZqCFBcPy9GD27Yh/xBKtHvcuLX79IVJyLVnNdRB2374OkECa6Xo7HcxKybN1stjh0HNSvSQixa5RRElAKvA58KUnS+UKIT4FewPvVfeYCpwDH1tNmCd2/k3qsDns7GNtsaXi9f6IokTKwl7Tvz+j5LzFj5Wz+e8ottf16967klffg1Qtv5PZPn2X77zfhOW7/JRtj/dAtD07aAs6fbkP5/lek6rnZZn6x5wIvvgPA57u3v3ffftdVH0KWMbofQ8J55xLMas5jpe2Z+faNGIbEK6/kcNllO6ysToeZqE7nIefmARGrp3fFZ0dkvdk3zt2j4Ej2jXP3CHBsKIdaOANcccUOunTxccUVmfTv35b//W8rt9xSSMvJTpqOMSl8NUTx1DCls5qS1/dtWnb/EM+Ul1C/+ZnA8w9hnNkDgcA0gwQCG/D79eoc082w29NQVY8VyNaY2cUVQrw5mbI/Ju/RxWZLqn2tTv+E4KVnEQrlI4QJSMiyHVWNQ9Mi4leWncibNtHQb13Xq/D71xEM5uN+dhqS18+D4jEmXlEMu0yn5OetnLZmKPmtwrSfHYWt6d6ty0LohMPlgInL1Q5Ni2vgbCwsGsZfumySJKknEAe0AVYB44DbJElKJ5KVpybreglw3F7adh/zeuB6gPT0PdOUWPx9aFostSZRoIk7ibNa9GTmqi956KQbUeSdV+xnnlmJ/fVB6NdM5JfBn5D66V1UVSkUFalUchPK9b+TnLOIFHqS1GkE2/KjSQtVAmAikRdfxgZxCmtPGk6RoznG9/9H+LQeKPN+w+x9DqaQEN9/R/j0HnyfuwQTCaHomGqAS7qcid0JrigT1SahqgLNFil0oKhAdeCwYUrYHnkJ4/Gn2KEkU3D/MxQeexNlZSq539lYsCCaHj2qeO21TbRsGaKxcEBpvo4y5Ny82gsv+QiLrt2r6gFkePbcv/VV4NudvYlkM6Nh31d9mS3eWTmbyzsPZN681dx8cwsefLA58+dHM3JkPiec4KXZow6a3GuncFKI/OdDLK28kISzziZr3SO4Bt+K0aUt4euGEL6oL0q1+BbCIBzeTiCwGUVx4nS2xGZLs6y8h4J9BHEdKKapI+9ilJAkab8+rHJuQbUl113bJoSOYZQTDhcQybgkcAU2Eir/GUXx4N5tjHC4BCEMwCQcLiEQyEFbkUvsY2+jfvszXyRcipmUSbduq2Ay2O8eh74lgFkWzU/twgydm4gttn6Ra5pBdL0cSVJxOlvhcDRFlvdfaMLC4kA5aKErSVI8MBG4ELgHeE0IkS9J0nTgcWALUFOWyE0kk3tVPW11EEK8BrwGkfRiBzs/i0PPtD8/4PyMFphmqPYW2OUdBzLs8/v5Ifc3erc4sU7/ky9ykvf+BZz39XTanPZfMtnIYD5mEJ+T/nok8KoSN6u3dGCBGMwqOrFU6sRCpQsayTgowL69KaoK0AyRl45Ma6StbavPH7GI/BZke9MxTAMMG7LuZuPWJLxeGSEaIpTOhIdqXo8m5h2D2Fid2FiD//53GyNG5Fev//DTUCtgjZVzf2m+LP469QnazeV5Bz1eQ76vWqv2TWPqWLVr1uvxmEyfvpEXX0zm8cfT+PLLWNq393PllcUMHbqDJvdIJF1jI/+ZIIWvRVMiniHl9BxaFjyD49bHsI96nvDlAwkNvwhapVe7MoBphvB6V+P3b8Tt7mpZ1g6GXd0A/kLwmRAmpulHvDkZ/yWnEQoVENc8tc4FriSpB3znYMaqr7i848A64leWHYAgHC7ETG+ycx3Nm1BRsYiIQ5hA2ZhPzNgZaLO+QcTGsPW2kVw08TEeHlmMJIHpF2xy3U5eWXtIGckJPWcTFdsbw/Ch61XIssyu6UwVxUlUVGdsthTLVcHisHKwwWg24APgASHEZkmSsoEa7/FuwGbgDyKuCb8CXYC1wNZ62iyOEnLKcrC3OZlAIAdZjhxU+2eeRqw9hndWzt5D6AIkjbsU2zcfsIlWyIaOabcTDgrMyW8in3Um0RkZtC9/mYGTzqbQ9zawM/AnOqYbbKxxq2hL5e+LI21rato6UPnbzhytT/z8XLUFbRtZr5xNUbkfDDuJ9mR+uvQDwmGJcDhyEJflSOR9TJeByJtzcLshJkHFv3Xh4duB++FAgp3g0KX5aihCCHTTIGAECRlhgnqIgBEibISRZRlNVtHqOWEZplFr7W+INfRoY2/uFvVZg3enPqHSEKu2JMFttxUybFgxs2bF89ZbiTzwQHMeeaQpgweXMnbsFpo9LpF8k428J0PkT2/BjpSJZIzaTvKqN9FefQ9t0nuEr7+Y4IM3gMeNLNuw2ZIwDD/l5b/gdGbidLayREhDqXEtGD26wSI3ImiD1Y8A4XAphlGKYVQhhIlz3SJ0vTOaFo93ZcRJa9cL3Jpjxq53D3b9PWozvqjj/lP/RZqELDuQZQfeFbMBsD0+ifCVg3D+31qU1RuQ/1iN+tn/gV0jePc1hG6/gvFPt0NXHVxy8Q6K3gjh+lzHi8knQ2eRviObG92D0IWOYVTh8fSoFtdytXuMbLnJWBwxDvYINpyI28FDkiQ9BLwJnCtJ0lBAAy4CKoGfJElKA/oBJxK57717m8VRhKYl4vdn1763qzaGtDuHaSs+oyxQSayjbhUb0aIpoUduRl69keCA09F79yS6yalwzVV1+tV3wP4rFPlLwAbgp5gymjatP3tBNJuh1kPm8BZaOBgOp5uCEIIVxev5v80Lmb/1d8qDlQT0ECEjRNAIEdRDBI0wISNEQI+0CQ78Jkvccz2QkNAUFRmZxxZMwqU5cNtcuDUXYVOnT8uTyIxtTucm0CpYQYz96MkBuzdh2hBBf6AXN7sTE2Ny1VXFXHVVMStXOnjrrUSmTEnip5+imTJlEyedVEWLlxwkXa2xeUSA7MdSKTx7FBnfjCR6+utok95F/WguwUdvRx/aHyQJRXEiy3YCgRzC4ULc7i5WqqeGUONacAACrqTkGyKnRUFEcGrIsoPYY6+uFauO9/6vjljd4wK3pJzj8yXkhcuQAiHw75KbusqL9up7EAgiBUKcveE37LO9EAghBYPgDyIvX4uyeCUEApHlA0HkdTnYn3qjdhizSRLhay8idM81iOQEiotVpk9P5IqTt1NyWQXe30w6pUi0dI1nyIIttIxtivnsUEKhHURFdajO2mNh8fdwsMForwC7p1R/a/d+kiT1AvoA44QQ5Xtrszh6UNUYJElBCLM2fc1/Op3H68s+YNa6uVzT+cI9lgmNGHakp/mP4VC6KeimztodOfxRsIofcn/jh9xFFPp2ANAmvgVNopJwO13YFRt21RZ5VjTsqh27omFTbDiq222KhkOxY1M1bLKGKQRhM0zY0Ln927pp0h7seQNhUydshJm3ZTEdErPwhQNUhX1UBKtYUbSeX/OWRTrfAIz14LF7aH4TpH18B/XxdwWt1eRsHvvr6weccgwiFxcBPYhPD+ALB/DrAXRTJ8EZS4IzFvUvWE87dgwwbtxWLr98B8OGZTJgQBseeiiPkSPzieqm0P4HF4WTwuQ9HmRFfztp940kdc75uB54CucNj6BP/ZjghPswO0VKY0esu17Ky3/Gbm+Gw5FhFaE4xERyHEeE8a7/8Qb5qpdXYXv+LWwvzeAif5Bqj786yCXlOO4ZX/v+NEVCdq5D2G3gtIPdDhVVEFOOcNgRnmhESgIiMRZ90FmRao7tMiFu5/cuBNx3cxqXluVw0fytBGMlWrzmIDj4fnq/fz1lwSb8fvWHhEwvdi0Wh+Ov+SdbWPxVDus9KSFEKTuzLOy1zeLoQZIUNC0ZXS+rrUHeNbkdHRKymL5idr1Ct7FxNPq2Hsh8hRAUeHewvjSHtSU5/Fm4lmWFa1lZnE3QiATVJTrjOCOjB2dm9OCM9B6kRScfsrnuLnTv7XEVYCCEzpO/CO7r8R+EMGk/+TKK/KWR+Thi+WjQExQPvpns158itzyXLcteIqeqcI/xpy7/mGEFecTsIgSEEBT7S9lWWUiw2rUibOqEjIjADpnhSJsRJmTq1a4XQfx6kGC1xTqgBwhUW7L91a9DeuROQI3W2D1t2Hkf3oxynQ2GSYQUCN6iEZh2GUEjTNAIETZ0gkbESv7/7N13eBRV28Dh35SdLdn0BoRA6F16CaCEJqioiKB+Kgj2Dq+ivgoiomLhFQs2ROwKYsGuKCAdQUDp0kMvCaRn+8z3xyQhIYUkBEI593XtxWbazs4Ou8+cec5zvHnPy2oVj7CFEjtSpc5QiQFb4eqmsYRV8Pi3bu1i0aLNjBxZlwkT4liyxMm0aclER/uJvV8jfKDK3kc97B/vJbVBHeInTiMq5We0cVNwJA3D9ekkAv27A+SVpHLg8x3B49mHxRJZUJNX3HquGHNY26IKH0N5dzlzv90eLO99iXXSB0hpGfiuvRT/oL4YdhvYNAybFWxWLB/OxjtqGNisedM0Jq6cXuyOWUVK3um5Br/fozL01y04JT+RN1uot/j05wAAIABJREFU/bSVY7ZjDPpqFBtTd/DxgBdQpQABDByOFuI8EaqdSL66gMQGxRYpVl5ZVmtNvN6DgBnoSpLEzS2v5ImFr7Ll6C6aRNar9LbLk9d4qsr9g3KOMAyDZfv/Zuamn1mfspXtabvJ9B7/UQ2zBnNRTBPuaDOE1jFNaR3ThMYRCcgVKChvGAEMw4euezEMP6DndSwxO6qURdc9KIo9rwd4CA5HEyTJWhDkAqS60+lSbxDa5nuh26PmxCveJHPq54S+0rHI9h6c+xyPjYbLZl2L2+9m132QPKU7Ln/l6upqigW7asWqWLGpGjbVik3RClqyjx8DsMgqPt0PmM9dPhdGh8bIKWmosdE4FZUIRUWT1bzWbhVN0bAqKhbZglWx4LDYsKtW7KqVIM2BLFlIc2dwJCeVVFc6R+My2LptHQ80zOQBDtN55q1sTNlGts9V7pbkkBCd99/fxSWXZPHoo/G0a9eCXr0ySUrKomfPTBp8LpPxu5+9//Ww/XoPR/peSp1ZSYQ/8gD2m0bj/vgF/FckAfk9/M1wOxDIJjNzBYoSgtN5UcHFrlA2vz8rr2NX+ZSUsiSlpqF+Ow/tlQ+R9x7C37MznqcfQG/TtMRtGBGhGLVrACWPHllWLm+xbfkMUj/ysW+il6hUg81hoQz8wYeztcKOtL1cM/N+DuekMuPql+lXrys+XwohIZ1RFFu537MgnC4i0L2AHBp9iPELxjM+afwpbUdRjufr5Xcuuq7pZTy5aAqfbfyBCZc8WOltn0pHpTMRJJ9NjuQc5fNNP/LR+u/Ykb6HEC2I9jVacEPzK2gUXpfGEQk0iqhLnDP2pK0qhuFH190Yhj/vUTR4lSQVRXFiscSYtTdltdDoSzKSpOSNS1+8KHx4eI8iI0K9v+6rEkeE0rTiF18hIR2KTZszeDLf/PchfolaRaQ9kqap0KvftdQJqUktZxQO1YpFUdEUM9DMf26RVCyKgiYrWBTVTMtQFCSMvDqjJZPyWozzvbjiMx5PvBVJyj8Gal45Li0vxzJ/ZKr8YyLnHScFSZILjpM5v+jnYl5Q+GH806y7rQ9fbvyMH7YvINvnKlimrNH/iu43jBiRSqdO2UyZEssff4Qwe7aZK5mQ4OHyy9MZ/eMBAl+5OfCih42XKcSMeIt6xqPYhj6G+/3n8A/sU2Sb+eWqzID3T4KDO+aVHbzwnDhMeml8vjQyM/9CUewlzi8p4MwPOrXHJ2MkxGG/4i6UpX8j6TqBts3IfeNJAj07l3tfyzt6ZJH9PqSTuSBA1gJzBEnfIYM9oUG8YWvAtAX7cdbXWXNoE4Nnj0Q3dH4cMpWONVvi9aZgszXEYoks9/4JwukkAl2hwhTFhqKEoOvugl68MUGR9KvfjZmbf2Zc93tPKdcwX0U7Yp1vvflPpBs6G1O3s2TvGhbsWcHvycvw6wG6xrXlkS63MrBRHxyW8reg6LqbQCAHwwggSRYslkhk2Z53u9qKJOUHbdYK9bwv6c5BVY4I1bvp3Vz640Pwg1k8n7sljr45lPze42YAemJgXzjAlPKeW0oJTE8MSPODeRmQcDj+JDy85ym9h9IU7IOs0aZ2L1rH9WR8rwy0iUVLfY1f/AYfb/iWVFc6UPYQxS1auHnnnd0YBmzdauOPP4L5448Q3n03hlmzIpg4cR+DVqdyYIKXw9N8pIa8RJ24b6k9fDxM8+Mf0r/YNhXFiSS584LdDmhaVJUfi7PdicOkl8TrTSEraxWqGoIs24hxRHA06xhRuVDTGoq0c58Z5K5dC4cOIffrh/WJV5B27UPeuRdl804AAk3r4x19K/6re6G3bFShDm+lKQimJ04l9547cS/349qk49qgk7UsgHuzefGnREiEJCmsDI/izulNePXVPdSv7+X3XcsY9uNjRNnD+ebaKTQMq43Xm4KqhuFwNDjl/ROEqiICXaFSrNY4XK6i1eFuan4lP+9YxLzkP+lXv/spv8aZ6mB0NtENnTR3JodzUjmcc5TDOUc5kH2Evw6uZ9n+f0hzm/0364TU5N62NzKs1dU0jkg46XYNw8AwPAQCrrzUA1CUYOz2xgWjJEkVSGUoS35rbeEWr3KnzZSjyH5JLWPh4X3OWBmshLCEM/I6YLYmWyxhRY6fVbHwyl8fFcn1LU8rnSRBkyZumjRxc/fdKWzYYOfBB+tw5531mNEzklde2U2zu13sH+dh17yBHLBeTL3b3yHE7SMwtPhFpCzbUFWJrKyVOJ3tsFprVN0bPw94PIfJzl6DqoYWDISwq+Xz2O6dgJy8H8iAiQPNhVu3LljP8t5X6PXi0OvVxogKxzP5v+hNKp4OFvAqeHbq+A7rXLn9ctSjVoJdwcT4o0je5iKQAf50A+/agXhfyC5YTw6GoA4KkTdaCUlSsLeS2b7DxsjujenTJ5PBN+1m9Pw3mfbPl7SKbsRX17xOtN2Gz3cUu70xdntC3kWiIJwdRKB7oavk6D0WSwR1p9xAiiu9IOerX/3uRNrDmLH5pyoJdM+E6hplbN2RLTz2x8vsyTxgdnoqVMKrJPVCazOgQQ+6xbeje+321AmpedLXMAw/fn9mXmAro6rBeT3nw/NuQZ/e/LnCt3Xzg9/CqTMlBr/59UfHjzcf5XQma72W53b1KUtIKPJnftrRUz2ewuM5wIrd35E0876S1y2nli1d/P77FqZPj+bpp+Po0qUFY8ce4IFvDpP1h599YyP5d8MYHPftInL6PJyTumLvYCvagUq2oqoRZGWtxjBaYbXGn/nOR4UHaThDr5GfivP0wqeJDYotlorjdu8nO/ufvLskFnC5sU54C8tbMzAS4ljyUH861O+AoaqgWcCiIq/ZhO+u6zFqRJmFvjFbW08W5PqPGeSuDeD+V8e1Rce9Wcf1b4BA2vUw2czVf4hHCpaXgyEzOYAaKqGESITUOYz1+ibYmynYm8tYaksFn6Guw5zfQhg3rjZWq84NYz8n8eMJ7Ms6zF1tr+fJrndildyASmhoN1GVQzgriUD3QpecXOGgAszWwJS826b5rUmaYqF//Yv5ZccidEOvUGen6lL49l15ex6fCl/Az+S/PuTFP6cRaQ+jT0JXbIpWULpLUzQi7aHEBkUR44ggJiiSWEckIdYTB+csmWEY6HoOgUAukqRitdbBaq2BLAeddYX/Swp+hTylBG6SJGGzxdG94S1A0UB35YH1dKrVqkIvoyhw550pDBiQzujR8YwdW5tDhyw899w+mi1xcuxzD6kTgti7pi709qPVyCD0KhsR16o4E83zSZYtaFoUOTkbcLv3YLPVR9Oiz9wwwqcwAlkx+YM+gHnhn5x8fNqIEQXTTpaKk5PzD5oWZeZvr96I7a6nULYm4719CJ5nHqR1kJ1ilb2v7l1sO6UNGa17DDJ+9XN0hp+M3/xg3qRBCQN7M4XwgRYcu1YiX5+IpYaEGithiZVQwyUkteiFiPrZbvw3XVRkmtcr8eWX4bz+eg02b7ZTs8EB2j59P7cvmE3jiATmXD+NDrEJ6LoHh6MZNludKrsjJAhV7ez65RPOCiW1tJ2sBSNf99rt+GzjD2xO3UmL6IZnbJ/Lo6xexqX9oFSlzak7uHvOeP4+vJnBTfoxqdcjRNqrpiOPYej4/ekYhh+LJQaHwyzSfrbdQqzMbf+qqhZyPlGUoGLTLpt1BxN7/Ic721xX4VbVWrV8fPbZTh59NJ433ohF1+H55/cRebONyJsboH+1kuyRf3DsSFuOftCJlHcVwq5UqT3RirWujCSpaFosuu4mJ2ctOTkyNls8Vmvtc6uVL3/QB6hwHqxRty6SJKHH18BiiUby6Wgvvo02+UOMGlHkfvsGgV4VGyOpcFlB3W2QszLAsdl+0r72EUgHYvykDNnHwfZ7ya2biS/cYxZCAZT5Kwg03mX+4QJjl4Gxy0yPMjDQDQPd0MmO83Bo9oscyXBxLDuXNFcuh9Nc+OQslKszUa/P5CBejqQrjO58Kw93uAGL5ENVw3E4mpR4LgrC2UQEukIxh0YfKtajuLydibrXbg/Akn2rSw10qytdoKwi7Kerrq5hGPx7dCezt85l8l8fEqwF8cmAF7m6cfHWm8puPxDIQNe92Gx1sdnqldq7+2xQ0m3/kwW/JV5UVTLl5nzWu24XHvljEn8d3MA7/Z+qcIdQSYKXXtqLLBu89VYshgEvvLAPSQJ5cCdCezQk9u7xSL8/zZ5mj7B3Xm82dvRTY5RGjf9oyHazM6Cm2TCMAB7PAVyuZOz2BOz2xmfdHYVyK8ddL8MwyN34K8YHU9GH3YiyaSe2u59CWbsF340DcL/wMIRVrBSb7jbIWR0ga1GArCUBslf6wSPh03ysuWgVXzebzep6q9FlHbKBjSdswAIsLkdJM78VPCHHH+5QIpwRtKyn0jjBSogWRLA1iL51O9MkLApVdeSNdhZ+8m0LwlngHP3mEU638uQh5re0xTiOD+9YN7QW8cE1WLJvNXe1vb7E9c73TmapuWks3PsX85P/ZP7uFezPNi8MrmrYk1f6PE60o2qGwwwEsgkEctG0mnlF/MuX3nC2KfFcOyFHtZhK5vKey052QfDx5f/ltTU/8NzyqYTZgvlfr0cr/BqSdDy4zQ92X3zR/NuIjsD11WtYXv+Eek8+S9SwQ+zMuYWDL3g5+rmPuAlWwq9WkRQpb2CZcHMkOPc+fL5UnM4251brbmEnOR9zczfhcu1Gu+kGrK9+jPbcVIzQYFyf/w//gKQy1zUMA3+KgWuzjmu9Tu66ALnrAri36uCXMCSD3XHJrGz3F/8k/MPhFvtpHF+XRt6OqMvvY9WP3fClFW0wkCQDh+pBtlmQZQNJMj9bZ5BBWJhOeJhORJhOWJhOzRoB4ut5iY/3EhfnoVatDFQ1h/xhifPrZMuyhsPRDE2LFWkKwjlFBLoXmKrsMX5o9CEen3M7j3UeXmR69/j2/L5rGYZhnNej4hiGweajO/j78L9sSt3OxtTtbEzdxuEcc1jdMGswSXU68Vjd2+mV0KVcHchOJhBwEQhkAwYWS2Re8BB60vXOOae7c9E56GQXn3ZbXf7T/mqyvLm8vvoTGkckcGeb6yr8OpJkpi3IMrzxRiyybAa/+TN9I4chH0gh+O33aPxObdJu68/eRzzsGu5mf12JmDs1IodaUMPMTk2aFpk3lPDSczef84TzsXA6TYwj0sxN3uvGfvedKCvX4buqJ55Xn8CIMls9A3qA/dlH2Jmyl6Pfe+EfK+oBK44DTpyHQ9G8WsG2U0NS2Ra7je2J29kSt4VtDbbQvkkz+iR05frQx1nxa2venxjNr1vshIb6ufWGY/TseYDISH/BIzQ0gDajfCNAFs7rB7BYotC0hEIlBi2FakafY5+bICAC3QtOVfcYV5RgdD2nyO3y7rXbMWPTT2w5toumkfWr9PWqmzfgY+m+Nfy8YxG/7FzEnsyDANgUK00j69G7biItohrSuVZr2tVodtLbx/mlvo7Xac2fbo5Elj+Ag677AANVDSMoqGVeSTDHaXqXwrkoKKg5hhFgTOfr2ZqWzGN/vEyDsDr0TqhYXiiYwe5zz+3D7ZZ4661Yhg9PpWlTd8F8z3MjkTdtxzZyIqG/1sO5pDnpP/k58raPfWM8HHjOQ+T/WYi5V8PWSC6ozZybuxmf70jewCNaXt1gFbNesZoXVJ25gKq8gz6c6NDoQ7z/93QGN2iNz3OEoA/+wDrudbBquN57Fv+QfhjAi8un8dWWOWTv8dBvZX8GrB5AQk4ELouLwxGHSY7aTUajdHJqZOGOz8HTKAtbrIUwazDNrJF002/Bu707qxZGMv2FYB7eZH7Ptm+fw1tvJTNo0DEcjpJHJjxZkGsYAXy+dEDHYonGbm+CxRJeUApNEM4XItAVToks24qNKtUtL0938d7VBYGu+ln5WhfOVgE9wGMLXmbmpp/I9OZgU6z0rNuJ0Z1upVvtttQPi0eRy9/xKxDIxu/PKSjxpevmsLpA3oAGFmTZhqKEoigOFCU4ryyYGFKziJOlOFxAJEnG6WzJZxtn807f0Qz4ejS3/PgY8/7vw0oNyy1J8MQTB/n44yimT49m0qS9x2eqKu4Pn8fRYyj2mx4hd9EnhF8VSfhVFnLXBjjyjpfUT3ykfOSjxn80aj6qIVtVNC2GQCAbl2trmaPRybKGLDtQlFAsljAUxZE3Ip9W6jplKqGaQn4H2xHfjSizg21JdN3DtfVboCf/S+jIKagLVuLv0xX3G2MxasUA8L9l7zPns1WM3PgQTf9pgWRI6JfkEH6Hm9aXR6CqMSdsE7ZssbFsmZPly83H3r1m0BkcHKBTp2wGDTpGv34ZtG7tKrZP5WV2XE3DMHTs9gbYbHVEcCuc10SgK5wSSTJbZczRtcxAr15oHHHOWJbuW8Oomz8pqHSgPz/tnM3PfX75NN79ZxZDmvbn2iZ9SarTuUKjkOULBHIJBLJQ1XBCQ1thsRzP1zWHmTVbZ8QtwnISKQ5FSJLCgVw/TouNz696kd4zb2fIt6P448aPKlXhIyrKz8CBacyYEcn48fsJCjoenBqRYbg+/x+OvrdiG/oYrh/eBs2Co7VCwtt24ibo7H/Sw6FJXtK/81P3TRvOzkrBMMJlyb+T4fMdxOPZQ+E8UUUJydtGsDlKo+5FOiFNqlhLbQnVFCo7Wl8gkEtW5l+on/1I0Ji3IaDjfu0JfMOvAUnCvUNn4WsbafHNJfTKHIISAVEPakSNsHDMGsm2bTaWf2HhyBELhw+bjyNHLGzYYCctzfxJjo310bVrFvfff5iuXbNp0cKFeoq/1scrswSw2RKw2RLEhbNwQRCBrnBKzJGbYggEMgp+vCRJolvtdvyxZwXSnmOlVjo4V/yyYxEvrXiPm1pcyVuXjqtQ3rGZduBB170Yhg9FCSE4uBMWS2Sx7Zh/n5vHSDjzSiu7JssqQUHNqWmsY8ZVL3PFl3dx/bcPMe2yCdQLq13h17n99hRmzYrkq6/CueWWo0Xm6Rc1wf3WU9hHPIFt1ETcrz5hDoAAWKJlEt6xEz7Yz56RbrZcmkv0nRbinrKiOMs+z82cUBVZLhqImf+fXHmVRvyAgd29G0/6AqzWOmhaNIoSXK7heSvD788ka9scgh5+Fe2XZfi6tiNrwlO4smNxvekj/Uc/2csChEvx7GqxHW+XJvyYWpstfzjYPs1KTk7Ruz5OZ4CYGB+xsT4GDEina9dsEhOzqFfPWxWj/AJm67PfnwmYJd/MAPfsrcwiCFVNBLpCuZRVy1TTYsnOPlSklebi+PbM+vcXtkRB0zO6p1VrR9pe7vx1HG1imjK512NIkpQ3nK4Pw/Ci6z4MIwAFw7FKhZ6bI0cpSiiaFoKqhpUY4ApCZZRUBjCf1VoLj2cf7WIcvHvZBO75dTwdPxrCPW1vYHTn2wgt5wAkAJ0759CiRS7vvRfDsGFHiwVg/msvxbNpB9ZJ05FXbcTz+hMEurQpmB/aR6X5n0Hsn+Ah5V0fGb/6SZhqI7hrxX9+JElFUVTgeH66mf9rx+3eicu1FVm24fMdw+dLR1VDquzuiM93lKw33sA37k9SXe3JrPcfcv+NItAHIC+VoJ6PD/t+wpZuW1EXf82S9+KIj/fQpImbxMQsGjXy0KiRm/h4L7GxPpzO0tM3TkXhDmaybCcoqAWaFlv51A9BOIeJQFcol/whSEsawcrs9W/Q8J1LC0ZJi7CZlQAW1j13A90cn4ubvh+NLCl8cuVLaLIfr/cIIOfdOg1B04JRlKC8tA05r3ONXNAadbYN2CCcX04McosO7BLDxhEfMrBRLzrXvIhnlr3N66s+5dONPzCm690MbzWwXLV2JQluuy2Fhx6qy6pVDjp2zC22jPfJewh0bIXt4RdwXHo73lsH4Rn/QEHtWCVYos4kc0S15LvcbL3MRewojVpPaMjWyl/45Q8CY31hGnqdWuRs+L7ge2jisinEOMLZcc8CKlN4z0AiZ302GUvSSZu7l6xfD+HJ7QH0QLYa2KMVwpMU7M1k7M1lDtU8RL+5I9DdTlxvLkd11eDVV3czfHhq/oi+p5057Hc6hqFjscQQFNQSVQ0XqVDCBU0EusIpMzuJ2AqCXIBj7gxqBEWxICGVqhxYt7yDTcQ4Igr2J6YSdWsNw+CB355l89GdfDNoCrWdYei6h9DQbihKsGiVFc5KRfNOj2C3N8Tl2kmt4Bje7vcUd7W5nicWTuaheS/w0frZ/Hr9ewRZTn4b+/rrjzFuXG2mT4+mY8fdJS4T6N+dnO6zsE6ciuWtGag/LcTz8mP4r+pVsIyzi0qzpUHse8LD4Ve8ZM71U+89G/ZmlbsgLGkQmMLfQ0dy0/D5iqZbBLDi2pRFp22dCHEdr+t7+LPDGPTB/WwymUszyeB7AhetAkCT0wgx1lOjTzD2R7tgb2dB1o5/B3gDPq57/2HSM2T8U+fSq7WTKVM2Eh9fbKDf0yIQyCEQyEGSLNhsDbFaa4qqLIKQRwS6wikza2XWKDa9e+32LEyYU6X1dPM7s2kTp+J9ovQQevvdvwEwcdlUnuhqLlfeINnt9zBl9ad8tWUO47rdS1J8a3TdRUhIF1S1YqMbCUJ1stnq4fHsQ9fdyLKNNrFN+WnIVL7aMofbfh7LhCVv8WLPh0+6neBgneuvP8Znn0UyceI+IiICJS/odOCZ+B98Q/pjG/kc9psfxTPuXrwPjyjoBKY4Jeq+biO0v8ru+91sviSX6NstWGIkZJuE7ADJJiHbMUdbK/SvZJEw/AaGDww/6DRDn5+G75gPP1eQ84qHO36/A4fXgebX0Pwau9dY2GubjE96Gzex+PgVWqzmRV4ssuubv9kMjIEnk3GwixhlMyHyRsJ8/2BpYscz9Wn0NsXvTxkGjHjvS3bk7MDx87e8/ozGTTdtr7Ic29IYhk4gkImue1HVcIKDm+alRom7SIJQmAh0hXKXaCprsAmLJbrYtO7x7fhqyxy2HdtG48jGldy5qlNWkOz2e5iXvJzZW+fxy85FZHlzuLJhT0Z1uIFAIIfQUBHkCme/E3PpZVnF6byIjIw/80a0MgdxGNK0P3/uX8s7f89kUJM+dK7V+qTbvu22FKZPj+bzzyO5//4jZS6rt21G7twPsN3zNNYJbyEdSMEzaTQox4OwsMtVglY42DPKw5E3K9vy+Rb0Xpv3fDQ85WWIMoRcLRePxUPAEsAd0JGbtceStp/QpFi0OhJaXbh5zUPslvZjSAbNPMHMiL4WdeUmHAsWoPnS0CMi8F/dG//gp3F1aU1J+QdpaQq3PeZhbsM3iD56DYtm1CMu7mix5aqSWY0iAwhgtdbBZos/d0ecE4QzQAS6QrlLNJVVWL2kL9qL8+rpLkxeWOlA1xvwkenJxsAwO4FhYBjglTI4fHADx1zpHHNncMydgS9g/lhKeZULJElixYF1TFn1aaHWFQmf8jfpi6eQ6c0hy5NDmjuDPw+sJcubQ5g1hIGNejOwcR96xLdGD+QQEtL5/Bx9TDjvlJRLb7FEYrXWwevdi8USU3B3ZfzF9zNn1xLunTOBpUM/x6aWXUu1ZUsXXbpkM316NKE93mdoqwFl74xmwT1tAkbNaLTXP0E6kop72jNgP15JwRIt0+AzO4ZuYLhBd4HuMrD2vhsOZhDAij+mFrlTnsVwmy25ksV8oEhIFpBtoIZLKGESariEZIfPNy3lphZ5dbs9XqSMLNRPlxG4xIuUkY2Umc3cJn3Ytug3mq89grLtX+A59BpR6B0TyH3sWQIXt6esml5Llzq5/Y667O/bD5tqZ/GYu6gVcvpSFczShNlIkgW7vSFWay1RHkwQykEEukKVKKk3b8PwusRmw4LdC7ij/R3l3pZu6Czdt4aZm37mu23zyPTmFF/ICsyYVa7t/bFnRdEJFtDWrCVEcxKsBRGsORjYqDfXNOlLj/iOWBQVXffi96cREtIFiyW83PsuCGcjp7MFubkKLtcuNC0GSZIJ/3I+r/cdw8Cv7+eF5dMYf/H9J93ObbelcMcd9Vi0MIShrcrxwrKM59mR6DWjsT7xCvaB9+OaORnCi14YS7KE5ADZASDhPLimSN1b7bIXinR2ba6H8VfH55E370DefxgyspEysswgNiOLOzKzkTLeMKd5vKXuXku7lUD39rhHDCLQuwt60/qcLOfA54Pnn6/F5Mk1iOj7NtRdxP/6jqVWSFQ5DkjFGEYAvz8Tw/DlpSe0F+kJglBBItAVThtJkuiRDAtrLjTzdMtYNqAHWJeyle+2zmPWv7+wL+swTouDqxv3pk1MU/OWK1Lev+Cw2ImwhRJuCyXCHkqELRSbasXIK+2V3/qb/xzMol+GYRA6+ROkJ+4tdV903Yffn0ZwcMciAzoIwrkovxIDQIwjio0jPiSi/Z3Iew5wNTDiRgevSZ9wdePetI1tVua2Bg5M485RwXzxQSO+cHUmJji0IB++LL77bsSoGY3tznE4W16JXiMKIkIxIkIxwkMxguygG6AHIKBjBNkLWp4Nhx3b8MeZti2LkExokQLRuenAPeZ8q4YRFowR4oTQYIywEIy6tTBCnRDixAgNNh95zwlzFjw3oiMK6v6Wx86dGrffXo9Vq5xcO3wDvzd+jItj2jO05dUlLu/3Z6Lrbk6sj11Sn4X876miy8lYrfFYrbVF6pQgVJIIdIXTKikZZrXcz860nTQoNN2v+1l3ZCtL961h8b7VLN//NxmebBRJoXdCFyZc/CCXN+hRqdHHTkZDobQ2HjP/7SjBwR3QtOJ5x4JwrilcieFIbipOZ5si1Qom2yV+eSaK++ZMYMFNH6MppQd+VquB0eENWDge3tjCkW4v4hkhYbUWD9JO5B/Ul9y4GCwzf0Y6lmE+9h9GXr8VKceNochmHqwiY4SHgKJgRISCLCOv38oVSjz7HNmEDumKu2l99Gb10Zs1wKgRddJW2FNlGDBjRgSjR9dBVQ0++mgH31r+g2eHl9f6jikWuJrfI8cBPW1DAAAgAElEQVQKWmHN0SP9eQNe+DAMc7CLwgFwfllCSbLkPVRk2SJabwXhFIlAVziteuRVIpq7cy5H42DOXx+xZN8a/tz/T0FKQoOwOgxs1Ifu8e3pVbcz0ZUoB1YRet2SKy6YP05mIGC1xpa4jCCc62y2uCJ/h7nh1T6Pc8N3D/Pin+8xputdyGXVXe0xAWr8A4ufgB/fpVUrL/fff4QRI1IIDi57AAS9c2s8nU/e8Q1K7jT6TqEqKmdKerrCf/5Th6+/jqBbtyzefXcX671zmf3dXMZ1u5eG4XWKLO/3Z6HrLoKCmmO1xosatoJQzUSgK5xWzVIg2hHN3T/dDXcAi6fQOCKBwU370a12O7rXbk9N55ltOfXfdGWxaYYRwOtNxelsVSwQEITz3eUNejCkaX8mrZjOpxu+5/KGPRjQIImL49sXb+GVDWj2HTT9Dnb1osnu2YwdW5u3345h/vx/qVnz9HXIqhtaelnA02HrVivXXdeQ3butPPnkfh566BDfbv+Ne+c8TYuohjzYYWjBsoZh4POloKphBAd3QFUrM0yFIAhVTQS6wikpq+QYmDfmXujzAqsPrKbHY2/Rbu6vxAZVfaeNU2EYOl5vCg5HM2y2OidfQRDOYif+nyxr+O7C3rp0HH0SEvl5x0JmbPyR6Wu/IkQL4vIGPbi77Q20q9G86AoSUH8+P7yxjaVLnVx7bUOGDq3PTz9tLVcqw8mUdOeloJLCGTBvXjDDh9dH0wx++WULHTtl8szSt5n814d0qdWaT698qeAiID/ItdkScDiaiFZcQTiLSCUlwJ8tOnToYKxataq6d0MoJ+nponlqmQ+tIjikQ5He01mZZ9fnaRg6Pl8KdnsjHI5G1b07gnBaFBu+W5JK/H+pfvYD/puuxOVzs2DvX/y47Q++3DIHt99DYlwb7mt3Izf/8GiRbWc+ZK77zTfhDB9en1tvTeHVV/eUe9/yh/EFCobxrU6GAVOnRvPf/8bTvLmLmTN3EBJzlNt+HsPvycu49aJBvNTzkSIt3V5vCpoWh9PZQgS5gnAGSJK02jCMDuVZVrToChcswzDwelOw2+tjtzes7t0RhGqj6x5k2Yq82ww47RYbl9W/mMvqX0yUPZxYZxTv/D2zWJBb2KBBaaxde4hXXqlBmza5DB+eWq7XLmkY3+ri88Ejj9Th/fejueKKdKZN28VB7056zXiI5Iz9vNL7v9zWevAJ6xxF06JxOpuLIFcQzkLif6VwQTJvNR7Bbs+/1Vi9P7CCUJ38/oxS51lVjXvb/R9/j/iGT698qdj8rEJ1rseN20/v3hk8/HA8K1YEnZZ9PV0WL3bSp09T3n8/moceOshnn+3giH8Pl826i3R3Fj8OfqeEIDcdRQkmKOgiUR1BEM5SlQp0JUkKlSTpF0mSfpMkabYkSZokSXskSVqQ92iVt9zTkiT9JUnSm4XWLTZNEM40ny8FTYvH4WgqglzhwlO3rpm+IEkYdesiyzaCWl6F9YVpBId0IKjlVcVWUWSFqxr1Kja9xbQreX75u2R9MgtFgenTdxEX52Po0PocPFj+GrXVZdMmG4MHN+SKK5qQkmLho492MH78AVJdR7nm6/vx6X5+ue5dutZuW2Q9vz8TWdYIDm6HLJ/971MQLlSVbdG9CZhsGMalwCHgv8AMwzCS8h7rJUlqD3QHOgFHJEnqU9K0KngPglAhZj5dDXGrUbhwJSfDU0+BYSAlJ+NwNAWj7NJgpelWuy3PL3+Xlkde48t/fyU83M+MGdvJzFS48cYGpKWdfS2dHo/E2rV27r23Ll27NmfFiiCeeWYfq1dv4Jpr0sny5jB49kgO5aTw5cBXaRJZr2BdXXfj9R5BklSCgzsgy2UPnSwIQvWqVI6uYRhvFfozGtgLDJAkqSewHrgL6AF8bRiGIUnSHOAyIKOEaXMLb1uSpDuBOwHq1BE94IWq5fUexWKJwukUtxqFC1xCQsFTTYslfe3n2F/8FN+Y46MG5g+7+8Kf04hxRJQ4CtqMq19mfcpWHvpoFLf9PJYftv3B5N7/Zfp0K0OHJdCvXxO+/nob8fGnr+xYWQIBWL7cyfLlTjZutLNpk51t22wEAhKapnPffYd5+OFDREQEAPD4vdz0/SOsT9nGzKtfplOtVnnbySYQyEVRgnE626Jp0eI7RBDOAafUGU2SpEQgHPgd+MAwjIOSJH0MXA4EATvyFj0GxAL+EqYVYRjGu8C7YFZdOJX9E6rX2VbRwxypKAyns434gRIuKCWWARw+vOCpJMk4HE0J6O5Kbb9VdGPmea/kf33sTFw+lSX71uAL+PDf2IF/Z35Lq65RLP01jRYtKrf9ivJ6JRYuDOaHH8L48ccwUlPN1IK6dT00b+5iwIB0WrRwkZiYTa1axwNw3dC5a85TLNizkrf7jadf/e7oug+f7xgWSwQhIS1R1QiR7iQI55BKB7qSJEUAU4BrgUOGYXjyZq0CGgHZgD1vmhMzTaKkacJ56vgpUf18vjQUxUlwcFtkWRQbES4sw9sMP+kymhaLW7Lg92eiqiEAbL/7NyaWczQyFZmHOg2nf/3u3PXrU6w9sgXqLYDbOqN/Mo9+/ZoyY8Z2Lr44u9LvwzDA5ZJIS1NJT1dIT1dJTVU5eNDCoUMWDh7UOHTIwpo1DjIyVJzOAP36ZXDVVWn06pVJaGjJ6Rnp7ix+3bmYmZt/Zv7uP5lw8QPc1GIAuu7G788kOLgdVmuNSu+3IAjVp1K/+JIkacCXwOOGYeyWJGmWJEnPARuAgcBEwAtcB8wEWgPJwOoSpgnnKb2SrUNVze9PR5btBAe3F51GBKEUkiRjtdbCpzjxeg+jquHIslau0cjya+FaX5hGxzq1mL/2GyJf62LOjNkC9zUj9sdtXHNNIx555CCaZhQEq9nMIqs/eL3gZTGupKb4fBJer/nw+eSC57m5Ml5vye0jFotOjRo+atTwcdVV6QwYkE7PnpnYbCXfWdqTeZDfdi3lh+1/sHjvKvx6gBpBUTzd/X5GdhiG35+FYfgICUnEYgmr9HEVBKF6VbZp6zagHTBGkqQxwB/AJ5hj5XxvGMZcyezl87wkSa8B/fMeu0uYJpyndL16cvIK8/szkCSNkJAOyLJW3bsjCGc1s4pAB7zew+TkbMTvz+LG5lecfL0TauFalBN+WmxZHLu5GXF/j+G55x8E3YKm6YSHB4igBcFpYLWCDTeOSD+aZqBpOhaLkffcwGIxsNt1wsL8hIcHCv6NiPBTq5aPiAg/cin3CA3DYOuxZJbuX8Oyff+wbP8a9mWZo8U1DK/DA+1v5ooGSXSo2QJZkvH50pBljZCQrijKuVUmTRCEoirbGe1t4O0TJj99wjJ6XlWFK4DXDMPYBVDSNOH8UHSo0Zhq3huz/A8oBAd3FD2jBaGcJEnCaq2BxRKBy7UTt3sXiuJAUZyntN3mUfVZ3Gw0jZ6axPTr3qR1rQQkCXP0xBX5o7T1JevrUxs90RvwsT5lKxtStrE+ZSvrU7ayMWUbmXn1fmODIukW146RHdrQo05HmkTUK8i5NYwAXu8RVDWS4OA24uJYEM4DpzVZ0TAMF/DVyaYJ54dDow8B8OE/HzLsoptJS5t7kjVOn0DAzAMMCemIotiqbT8E4VwlyxpBQU2xWmuRnb0Br/cIFktEicvqdWoVjGqm1yk51eHHIe/w846FPPjdWC7/ZhhvXPokg5r0rbL93ZG2l4/Wz+bTjT+Q6koDwGlx0CK6IUOaXUa72GYkxrWlQVh8sc5kuu7B789EkmTs9obY7fVFh1VBOE+IXjlClcvv+FJdt/wCgRx03U9oaBcUxVEt+yAI5wtVDSE0tAsez35ycjYR4wjnSK4ZSMY4zMA3Z8P3aBOn4n2i9E5rkiRxRcMkOnkG8X+1NjD8p8dZeXAdr8pQ2cz5bG8uv+1ayofrZ7Ngz0oUSeHyBpdwbZNLaRPbjITQWshl1MoOBHIIBHLMATOCWqBpNUQevyCcZ0SgK5w2qhp+xl8zEMhF1z2EhCSK3DpBqCKSJGOzxWOxRLH97vl4PAewWEKR5eN3S/S6J++0BhBHED9fN5UxC1/lrTUzWDsc3j+6lWAtmEAIZGQexK8H8Aa8ZHlzyfJmk+XJIduXy+Gco+xI28PO9H3sSN/DoZxUAOKDazC2690MbXk1NZ3RZb6+YRgEApnougdVDSc4uBkWS6QYPEYQzlMi0BVOmzMd6AYCLgIBF6GhXVDVU8snFAShOEWxExzcBqu1dl5ntSN51Rks+G+6stzb0RQLk3o9QqdarXjg27E0eaOJOeMh4L2ytxMbFEn9sHj6JCRSPyyetrHNSarTEUUuO9XAMAL4/ZkYhg9Nq4ndXg9VDS33PguCcG4Sga5w2pzJFtVAIDcvyO1cUANUEITTQ9OisFi64/EcIDf3X/x+A4slvMKtokOa9ufid8by2y9voMgKyl334H9jHLIsY1U0grWgIo8IeyjBWsW+V/Lzb0HCZquLzRYv7vYIwgVEBLrCaXOm8mP9/gyAvJZcEeQKwpkgSQo2WzyaFovLlYzbvQNZtlX4/2CjY9Co033mH2vuIavlVae8b2Z6Qha67kaWHQQFtUTTYkQVBUG4AIlAVzhtzsSPis93FFkOIji4HYpiP/kKgiBUKbM6Q2NstriTVmc4E/z+dHTdg6bFYbPVQVXDxJC9gnABE4GucE4yDAOf7wiaVpOgoJaip7QgVDNFCSIkpCMez15ycjaXWJ2h8Ahqep1a5Gz4vspeX9fd+HzpWK01cDiaivQEQRAAEegK5yDD8OP1pmK3N8DhaCx6SwtCVUlIOKXVzeoMdVHVSLbe+QvPLX2dMd0eOK0Xoobhx+c7hiw7CAnpjKZFnbbXEgTh3CMCXeG0MuoeL85eWiH5ivD7s9B1D05nG2y2uFPeniAIhQwfXiWbUVUnISEd0bQYdD0Xv9+DqoaUq95ueZkBbjog4XA0w2aLF4M8CIJQjAh0hdNK37GF9PSFOP/3zSn9uBmGjs93FEUJITS0gygfJghnOUmSaRjVmrCwHni9Kbhc2838XcN7StvVdR9+f3reKGaNsNnixBDfgiCUSgS6wmkly7a8Vhaj0tswc+8ysNsb4nA0EK02gnCOyB8l0WqtgabF4ven4auzDK/3MKoaUe6UBsMI5A0G40KSLAQFNUPTaoncfEEQTkoEusJpJUkSqhqGYQQqtb7fb96aDA3tUq09uQVBODWSJGGxRKDeMwHFe4icnA0EAqVXQ9B1N4FADoYRQJIUNK0GmlYjL0AWP12CIJSP+LYQTjtVDcdfO7JC65hVFVJR1XCcztYoiu3kKwmCcNaTJAmrtSaqGk5u7r/F5nu9RwAJVQ3Bbm+MxRKOogSLTqeCIFSKCHSF005VQ8n6v96Ut6qu2cnkKDZbXRyOpiJVQRDOQ4piIzi4TZEOq0ad2oSEdEZRgkVagiAIVUJcIgunnSyXfyAHXffg9R4lKKgFDkdzEeQKwnlOSt6DMW4cGAbS7r1YLOXP3RUEQTgZ0aIrnHaK4kBRgvJuScooigNZtiNJEoZhoOtudD0Xw9CRJJXQ0M5YLBVLdRAE4dwl1atX3bsgCMJ5SgS6wmknSTKhod0IBLLx+zPweg/h8x0FdEBGVUOx2Rrm5eI5RWuOIFxoqqh+ryAIwolEoCucEZIko6ohqGoINls8uu5H113Isl30oBYEQRAE4bQQEYZQLWRZRZaDq3s3BEEQBEE4j4nOaIIgCIIgCMJ5SQS6giAIgiAIwnlJBLqCIAiCIAjCeUkEuoIgCIIgCMJ5SQS6giAIgiAIwnlJBLqCIAiCIAjCeUkEuoIgCIIgCMJ5SQS6giAIgiAIwnlJBLqCIAiCIAjCeUkEuoIgCIIgCMJ56aweAjg5OZkOHTpU924IgiAIgiAIZ4925V3wrA50ExISWLVqVXXvhiAIgiAIgnCWkCRpTXmXFakLgiAIgiAIwnlJBLqCIAiCIAjCeemsTl0QBEEQBEEQzl3L9y5nQfICkhKSSIxPLHXasj3LmJ88n27x3WhXsx0+3ceyvctYsmcJVzW5iu51ulfq9c+5QDcQCHDs2DF8Pl9174ogCEK1s1gsREREoChKde+KcIFbvhwWLICkJEhMrO69EapD4QC2Xc12fLruU+756R78uh9ZkmlXsx1Z3iy2pG7BwADAqljx634CRqDU7U5ZOYX5w+YXBMUVcc4FuseOHcNmsxEVFYUkSdW9O4IgCNXGMAyys7M5duwY0dHR1b07wgVs2TK4+GLQdbBaYd486NatuvdKOJOW7llK74974w14AZAluUjwGjACHMw+iF21FwS5EhKd4johSzKLdi/CwEBC4rKGl6HICj9u/REDA1/Ax4LkBRdGoOvz+USQKwhCpe3dC8nJkJAA8fHVvTenRpIknE4nWVlZ1b0rwgVu1iwzyAXweGDAABg9Glq1go0bRSvv+Si/9bZRZCPWHV7H6ytexxPwFMzvXqc7lza4lGcWPYMv4ENTNGYNngVQEBBrisaLfV4sNm3sJWMBmLtzbsG0pISkSu2nZBjGqb3T06iDqhqrnM4i0w68/Ta1/u//IDcXXn+9+ErNm8NVV0FqKrz3XvH5rVvDZZfBvn3w6afF53fqBL16wbZt8PXXxedffLF5mbphA/z4Y/H5ffpAhw6wahXMnVt8/oAB0LIlLF0KixcXn3/ttdCoEcyfDytXFp9/881Quzb88gusXVt8/u23Q1QUfP89bNpUfP6DD4LDAV99Bdu3F5//3/+a/37+OezZU3SeLMOjj5rPP/oIDh4sOt9igYcfNp+/9575GRRms8GoUebzd96B9PSi851OuP9+8/kbb0B2dtH5YWFw993m81dfBbe76PyoKPP9A7z8MpyY3lKzJtxyi/n8pZeOfyvnq1MHbrzRfP7CCxTTsCEMHizOvXP43Nu7Fyzvv0OYYZ57mmZu+lw/9w40bEitwYNhyxbo3Ln4+rfcAq+9BitWQL9+xec/8AA884z52f7f/xWf/8QT5vH/4gu4667i81980Zw+dSo89ljx+VOnwvXXm+994sTi82fMMP9vPPkkTJlSfP6cOeb7GjnS/PxPtGIFNGlifgZffVV8/vbt5md0ww3w66/F5+d/Fw0YAEuWFJ1nsUBKivm8d29Yvbro/KAg2L/ffJ6YCJs3F50fHg67dpnP27Y9/jxfzZrH12nWrPi5Xa8e/P338edpaUXnN2tm5gwAxMVBTk7R+e3bm82rANHRxc/N7t2Pf5+EhVFM//4wc6b5f6phw+LzBw+G997j6Zu2MPLz4+eeIkNAhw+5hf/wGt0tK/jD2g/1xAwbce6Z/w4YgH/hEvx+UFXM42SxsPz7FBYsgHu+7k3Y9uo799x1asGxNFRZRZEVvAEvf4e5SMz72tv3MoT4FQJ6ofSD9u0JW7qK5XuX07pVHzRdRpXNE8CvB9jVMo7ULz4wW2nDwvDrAfy6H1VWzeX692f5pJHFcnkBJElabRhGuQZaOOdadM8nyWlpJISHF5u+c+dO6p9s3cOHSTgte3X+Ke04l9fOY8eoHxFRhXskVJfkZGhY6No+EMgLdMth586d1K9/sv+ZgnBh2rEDZAk06/FAzeUCybyLjccHOX6w283l/IG85ap3t88aO3dBRKHra1UBXYEePczr4i4GXOyg+IXCaZAfcAa8OTgMg9n/zqZt1kHC/UWXy79cl5BwakEEy0rRYNUWCmAGqBZHkYssVVZoFNGQRoWCV1VWCgLhfInxiZVKVyjs7G7R7dDBOHHAiAMHDlCrVq1q2qOq8+KLL9KoUSMGDRrEsWPHWL16NW3btiUqKorXXnuN6Ohobsxv4SljXaFsVXGsTvZ5COeONWvMBufC2rQxG+MPHy47neFsPg/Ol+/FihKdn84OWVkQGQn/+Y/ZwJpv+XKzEdzrNS8oY2LMBkhJMh/5ubwX+mf31Vdmo3PhGz1RUZCRcTw2VBSz4fvxx0vexolVDMpb6WD53uXM3zWfFtEtiA6KZu7OuTy3+Dn8uh9JkrApNnL9uUVeq0tcFwY0HsCzi58tSEmYN2zeKQekFVGRFl1RR7eCxo8fT7Nmzbjkkkvo3bs3Bw4cIDs7m2uuuYbu3btzyy234Pf7ycnJ4ZprrqFHjx4MHTqUwhcUycnJ7N27l0GDBpGWlsaAAQNYuXIlPXv2JCUlhZEjR/LTTz+VmHdXeN0T92vBggWl7vc///zDP//8UyXvtyyj8lMTKvgan5Z0K7+c2yvtvZV2rCqqrM+jNCd+HpU5LpVxsvPgtttuIzExkWefffaM7E9hSUlJRf6uyDlZ0vHbu9fMwNi7t+j00o6Bx2PelXY6zVaSYcPMu7br1pnZEvPnw8cfH9/eiceqIudBRY7z4cOHadu2baXWvZAsW2bemZ4+Hb77zrybfcklMHasGUzl370Xzrx588yA7LLLik5PTDTnPfMMLFwIu3ebGVCGYQZ1Xq95oXIhe/99M8ht0cJs7VYU89/vvzePmcViLifL5gUdmMHp84ufZ/ne5fgCPj7+52OSPkxizPwxXPzBxbR4swXd3u/GE/OfoOv7XYmeFE3Nl2sWTOv2fjdiJsUQ9kIYXd/vytg/xnLNrGvo/kF3xi8cj0/3YWCgGzoXxV7Eo10fxapYUSQFu2pncr/JjLlkDPOHzeeZns+c8SC3oi6IuwZVfdU/ZswYbr75Zj799FOmTJlCSEgIjRo1Yvbs2dxwww3MmjWLzMxMEhMTefTRR7n99ttZtWoVHTt2BOCTTz7hvvvuA2DdunVMnjyZLl26kJaWxpo1a+jXrx8333wz3377LUOHDi3y2oXXrYj8gKJNmzalLnPXXXexZcuWgr979epV4vt9/vnnS93Gq6++WuF9K0t5tlfae6vssSpJaZ9HeVX1cTmZkj7Lli1bEggEWL58Obfeeivbtm2jUaNGZ3S/CivPOZnvxOO3axd89pn5Y6koZtB6so5lv/5qpjcOHw5165rT6teHyZPvYtOm48dq585eXHFFyceqPOfBN998U6HjPHr0aFwuV6XWvVAsX25enPj9Jc/3eMzv+Au9ZbC6/PILBAeXXGUhMbHo53LvvWZabCBg5sifcP17VjgTdwqWL4fnnoOffoJLL4VvvjEvuk983Smzl/Pk+ws4uioJr78Tn62bya3f3YpP9yFJEqqsFlQ5ALOywb7MfUWqGiSEJuA3/BzKPlSwXJ3QOqiyysr9KzEwkJEZ1noYlza4lNu+v62gA9jkfpNJjE9kYNOBxVqDqyKt4Ew4pwPdUaPgZA1CGRnmyaPr5hXRRRdBaGjpy7dpY/Y1KY+0tDTsdjsrVqzg9ryOKN27d+evv/6iV69efPTRR1xzzTW8d0LHpB07dtCsWTMAevToAcCiRYtYuXIl48aNA6BLly4888wzxX5QC6+blpbGkCFDCAQCGIZBUlIS2dnZDB48mJycHBo2bMgHH3zA448/zuzZswEz+Js3b16Jy02dOrXYexw/fnyx9wtm61zHjh1Zt24dc+bMKVgmKSmpoDXN7XYzfPhw9u3bR1hYGLNmmb0thw0bxpEjR2jVqhVvvvlmmce48PZcLhdDhgwhMzOTyMhIvvzyS5588sli762kY3WqSvs8Csv/PHJzA7hcBs2bJ5X7ffj9/mLHStf1Yp9R/rYKH/uSzoOSPssHH3yQ6667DoBLL72UJUuWlBpEnfgaubm5xT63kt7Hs88+S1JSEklJSXz44YcADB8+vNj2Szony5J//DweuPvu8eza5WPXrsV4PJkMHfor69dbGTGi6DEovM9xca1o0uRNwsOXMHr0a3zxxRd069aNWbNmMXXqVD7+2GyRkiQYMQL+97+Sj1V5zoMFCxaU+zjPnz+foKAgatSoUbBuz57XsXgxtG9f9roXkhkzjge5sgz33GMGBzfcYOaB6rr5r3DmGYYZ6Pbte7z1sSyJifDss+Yt+EmTzr6Lk99+gyuuKFomrar3cdmy4xduimL2twsKAiNuGZ7E3zgYdhFrDiawePdiHl3zKL6LfBitJJJ+00A93hHWMAw61epE3wZ9eX7J8wVpBJMuncSoX0cVBKuvX2Z2YC1c1WDKZVOKTbuz/Z0kxieSEJZwzga1JTmnA93yyMg4nvei6+bfZQW65fHcc8/x7rvvEh8fz1tvvcWgQYMICgoCwOFwkJmZyZVXXonL5WLQoEH07NmTV155pdSC7oZh8MUXXxAeHo4l75vCbrcXtPKU5t1332XAgAGMGjWKvn37AnDw4EEeeOAB+vTpQ//+/Tl8+DDPP/88TZo0AY4HHSUtFxsbW673C/Dnn3/y4IMPMmnSpDL3r3Xr1sycOZMPPviADRs2sGzZMlq2bMn48eMZNGgQ69atK/M9FrZp0yZkWWbRokV8//33ZGdnl/jeTofyfh7dug3AYhnFBx/0Zc4c8wvyxJbGkt7Hxx9/XOxYhYeHl/gZnXjsSzoPSpKTk0NcXBwAERERrFmzptRlS3qNEz83n89X7H2UV0U/N5fLTCvYv99szc3J2c6tty5iwYIJ7N49n8WL9xY7BuY525K77hrPqFGDaNx4Hfff351//pnO/fffz8CBA4nP+3CGDTMLTaxfb35HlHasynMelPc4e71exo59hrFjZ7N27UBycmD79hz8/jh27YLk5Ahq1Cj9M7qQ5BcBURSzFfCmm47fFp8710xlmDjRLDBw9dXVu68Xmk2bzHSfvDaacrnvPnP5E4urVDe32yyukn9RlZ9aUdWB7ttvF707sWSpzvfuR5j85+TSV5IM5ENtifP04UjjSfh1M6h9qe9LJMYn0rd+3yLBaauYVsWC1XnD5pVr2rkc1JbknA50y9PyWjgZXtPM252netLm38rPFxISUvAjn5OTQ0hICNu2baN///5ce+21Bbf9b8krL2S328nOzsb5/+ydd1wU1xbHf7NLtYAaCxawYkUxggoqCkIs0be6pJQAACAASURBVBhjzTPGHo0t0XTjS6zR9JgYjTEa8ywplthLrNjAgl1UNIpSbChNkLLsnvfHYbYxCwusoni/nw8fYObOzJ1779w5c+4puaHTJEnCggUL8Mknn2DTpk0YOHAgoqOj9S9hY4yPjY6OxsCBAwEAvr5sk21vb48lS5Zg2bJlSExMtPhSVipXkOmCMV5eXgXavl66dAl9+/YFYBBmli1bhrCwMISGhiI5ORnxcmgUK2jVqhW8vLzQpUsXeHp6olu3bvmWN2/n4hAdHQ0XF3ccPGjZYSk6OhrPPTcQkgRUr+4LnY69/M3LKt2HUlvduHFDsS/N215pHCj1Zbly5fTnSEtLg848xJUR5teIiorK02/dunXLtz8yMjL0KwDF4eJFdhS7do01ro0aAb16DYGDA3DqlAeaNMnGnTvR6NLFtA1OnIjC7t1hWL8+FJmZyahePR5qdQuMHz8e/v7+SMgNGWXcVjdvAsePd0b9+sptZem5NMbadp4y5XPUrj0Ox49XwK1brN26f78catTgYzMy0pCYaLmPnhX27OEIThMmADVqmC7rysvikyZxdL2BA1m7GBRUolV+pti2jX8XMB2bUL48R0vcts3Uea0k0WqB11/nD2m1mv9Xq21vWqHRAAcO8FymUgF2lW9gffkROHFkr76MCioMaj4I7dzb4Z2d7+g1tR/6f4PpI/3ReWh32DUIRd9WloVTJWHV2m2ljVLvjGZsDP+ovDvbtm2rX5Y+ePAg2rRpgyVLlmD9+vVQq9Xw8vJCplHczRdffBHrcuOkfvHFF1i+fDkAIDk5GRVy4xiuXr0aPXv2zHMt42M9PDwQGRkJwGDvuHTpUvTr1w9//PGHXssMsND38CF7ThKRYrmff/4ZoaGh+p9P8/lEt0Z4bNy4MY4fPw4AmDNnDpYsWYJGjRph0qRJCA0NxezZs+Hh4VHgeWTOnDmD9u3bY+fOnUhKSsLB3Fiw5vcmY9xWxeWXX1YjPb1nHoclGZ0OyMz0wKlTkZAk4M6d0yAClJTkSveh1FaW+tK87eVxEBsL7Nt3GnfvAosW/Yxdu0KxZEkoZs0KxfDhn8LHxweHcmOEnjlzBnXq1NGfw9yxq1y5cibblPpN6T4cHBz0AuQOpZiRRljqN3OMw5ZKEn+0li1bFp068VLpvXvKz0KFCo3Qtu0kDBsWis6dZ6NMGR5rs2fPxpQpUzBr1iwApuN+48ZQtG79KapVU24rS8+lMfm1szG7d+9GePgCLFsWiNu3T2PfvlHo0cMH8fF87J07Z9C8ufKxzwo6HTudeXjwh8CUKcpzePnyLDQ1aMDLzuPGCee0x8X27ZwUolatwh3XvTuHBDefS0sCIv5YWrsW+PZbdgKrXp3DCnt72/ZaS5awJnvM7DA0+rQPML4potKO4cP2H8LZzhlqSQ1HO0eMaz0OY1uPNXH4mjbCH/37A3v/54/d06ZgUl9/Mc6tgYie2B8fHx8yJz4+Ps+2x8m0adNoxYoVJtsePHhAvXv3Jn9/fxoyZAhpNBqKj4+nwMBA6tSpE/Xq1YvS09P15XU6HfXv35/u3LlDiYmJFBISQgEBATR27FjS6XQUFRVFb7zxhuL1jY9NSEjQX6Ndu3a0b98+2r9/PzVr1ow6dOhA/v7+dOjQISIiun//PgUHB1O7du1o//79FstZc79ERJ06dVIsb7z94cOH1L9/f+rUqRP16dOHMjIyKC0tjfr3708BAQHUo0cPSklJoWnTplHdunXJx8eHfHx8aP78+YrnS0pKoi5dupC/vz8FBQVRcnKy4r0ptVVkZCRNnTrVpK7WbouKiqIePd6gadOIpk0jmj6daPnyOHr77beJiCgri2jVKqL330+gFi0Cyc+vEzVu3I6GD99HP/5I9OBBwfeh1FaW+si87RMSEsjPL5Bq1+5E7u7taOjQfTR9OpnUd/ZsosjIFGrRogVNnjyZGjduTMnJyRQXF0cjRrxNM2dyuRkziP76i6hx4040Y4bh2EuX8vab0n2cO3eOAgICaMyYMTR8+HBatmyZxTFjqd/M+eknotq1uT6zZxNNmjSN9u3bR0RE7767jHr3XkbXruV9Fs6cSaOmTfuTh0cANWrUgyIjU2jNmjU0duxYIiLq2rUrnThxwuRaOh1f74sv8rZVfs+lMSkpeY9VGlfHjxv6p06dThQTw8c2adKCQkImU+XKjSkhIbnA6xE9unkxLIxozhz+XRL8/jsRQLR8uXXlN24kkiQ+xtm55Or9rJCSQmRvT/Thh4U/9vx57qfFi21fr8Iydy7X5d13Ddv27+dtM2bY7jqpqURVqxI17LeKVDNUhOkg1QwVrbuwjoiIwmLCaM6BORQWY3ngzpjB9QKI1Gp+Pp9FAESQlbKkiKNbQsTFxeHAgQOKMTkXLVqEQYMGwcXFpdDHCkyxRVstWrQIbm6DcPq0CyRJDo2jRXT0j3jzzbdx5Agn0urRgxOTyVy/zqYyrq7sqHH37qNLO7t+vSFZmSRxVAE7O0MCMknipGteXknYtWsXOnbsCDc3N2g0Wrz22o9o2vRt/bns7PhHXoSQjw0IsH29CyIjgzV5zZtzXEnz9ktK4kRhAQFcR2O2bQOOH+eEc15e1rf7xYuchCk4OAm3bhnaqqDn0pikJNN2NkenA375he2B27QB6tc31C8pKQmrVu3C9esdMWKEG5o2LbjOj2JelCMdaDQc7uhxxzvNzgYaNwZcXDj+sTWJPebO5XBjOh2P288+sxx3VFB81q8H+vRhO9Zcv2qrIeJ5yteXIw6UFJ98ws5xL7zAkVmMx1n//jyPREUVXmOtxPhPrmDhhRlAi1X6bWpJjVlBszAlwLqBGh7O851WW/jn0tbRJEoyjnVh4ugKQVcgsIJffwVSU9nZpUYNICZGi0OHNNBqnQCwYDh0aF5h6sYNYMUKnpQkyfpQWIVl+XK2YVWpDNeQt+fk8EslIIDt1WW0WmDtWi3OndPAwYHvw/xYOVi5pycwYIB1XtVFxTzOrqurKz77bCPWrgVGjrTcZn/8wcuf77zD/QAg13yD+6tHj8LVg4izhmZns12otZnTCoOcuKJvXxbizdHpOJNwnTr8si0IW8+LRGzzujfXbFClMnjKPy5++IGzru7YoZy1WAnZJyMzk+/hl18MmZkFtmf0aP4ovHevaHPDmDH8/N67xz40j5u//+ZnEFAWGqOj+WNr4ECeD4vKugvrMGPfXJy7ewpqOOFV71ew7uK6Iidb+O47nu/mzjVkTjfHWAht2pQzm0+bxvO+kxM/28URTsPD2RY+K8s25yssIgWwQGBDEhPZpiokhBMMAED9+mpIkhr79xuCnys5ntWuzSHrIiK4HKBcrjhkZ7Og17gxp7o31noOGcKT9eXLnCyhZk0ul5MDrFsHXLyoRvfuanh4cL3Mj71+nbWmp05xoP6OHYH79wvWTP/7L6dNL4wGWynJw99/A2XKcL0t0bYta1zOn+e2lsMdOToWzSlJkvjl8OefbLOnFDmjOGRmcqQADw/WNCuhUvHL6fRpgyPt40KrZQF/716DUw6RYew/DnbvZqHax4fDiFmL7JOxYwewcCEwfz5/gD7KD7RnFfk5Cwkpevt27w4sXszhtqx1+rKlFnH+fMPfShEW6tZlgfLzzzlSRNu21p87R5eD7Ve246uwr3Aw5iBAAMgOP7+wGiMDemB87Pg80Q6sZeJEFnItBc4x/uCTs9BptYb9tog7vWMHnwfg6+zY8eSFipMp9c5oAkFxOXOGJ4oWLUy316/PGkRZi2rB5wje3rxfxlK5ohIVxZpXPz/W2hoLZe7uLJwOGcLC4tq1wJEjHN7m4kXgxRc5yLu7u/KxAQFAr17AoEEs8K9enTeDmDnHjwMrV7LAkV+5gtDpWGBu0CB/rWrdukCVKuyZTwRcusTCfefOLCQXhbJluc8vXCjePSgRGsomGd278zUs0awZ9+uVK7a7tkx4OL8ojR1ZwsPZaTc4mLXhH33E3uFDhnC7Xrxo+3oosWYNa3AfPuSPlyNHCne8vz8wYwYLUGfPAt9//2jq+awTGQnExfEcUlSCg1lIliM3FMSePfzBNXVq8bPhaTQ8PuT521Lyio8/ZqfikSM5hF1B11wTuQaBvwXC7Ws39PqzF07dOgUJEiABkopwFxxS09/dH1MCphQp4oGdHWuZN2/mlUZzQkMNqxo6HbfZTz+x1lo2vytueO5c32n9HLZzp6kwXRBKc9CjQmh0BYJ8IGJBt149thU0xt3doPXMT3Pp7s7ZuLZtA27fNs1nbgvOn+e6ydm+lHBwYGF18WL+8gZ4cq9e3bpreHqyLV1YGLeJVqusmdZqTVN6yoJaUTSi8fEs7DRsmH85SWJNy5YtLOD+8w+/mHx8Cn9NmevXDX/n5NhOC5+QwDFhfXwKbnsPD05XHBnJQq+tCA/nj4CsLH5hTp3Kv2fOZK0WwCYDcgJEf3/uw1mzeLw7OdmuLnJ9QkP5HrdtY3MD+RnJySm65ql3b/5ImzYN6NfP9h+Yzzo//cS/q1Qp+jnkMGPbtwNffllw+e++M4yN4molN23ij/evvuJ5ypKGuHx5YMQIg/23k5PBxCE8Nhyh10PRpHITXE26iqWnluLiPf4iVEkqfB78Odq5t0Pg0q4gZMPB3gGBdQKLVmEzBg1ic4QNGwzmZjKtWxtWEJ2due7+/qx02bSJzaL++Yefi6KwejX32YgRrIhISuJ2/Ogj/l0Qhw/zaptGwytv+/Y9Wm2wEHQFTzSxsQULko+SmBggOTmvo5OMu7t19ZKF3Z9/5uX4N9/kCai4ZGSw1rNNm/y1gwBrN5s140kG4ImwMAJckyasNZXtjZUEh6NHgfR0FqJ1Or7GqVNsh1rYF+KVK6xtqV+/4LItWrBG4fffWTgaNqx4trV16rDwJ9so20JIio1l5x07O8vjyRjZfOHkSduaL/z2m8HRUKMBjJIf6q9rHBZPktg+NziYx+/bb8NmGAvdRDxuXnmF06JqNMVLEStJvDTdtCkvO2/ZUvAz8jRSEg5B4eGs9Qc4O11xHBW7dwfef5+fj/zmIo2GTcBUKp5bdDqgatWiXRPg+nt4AJMnm664KVG2LIBa4aA6ociKCcTufa1wwXElxm4dC41Ooy9Xo3wNSJBAIEiQoCMd1n8fAN2aPUDdUNDNQCDEH7DBu8zPj+el33/PK+iGhfHvceOAwYPzxp1OS+P7/+9/81eQKBEXx++vNm34HLLZysOHwNdfszlWbsoARW7f5vlZnluzsvg4G0UCVUSYLpQg143VRgVw7do1m57vaSA2Fvjf/wpeKi8K1rbVmTP8sm3c2HS7Nf1hjqMjOz48eMBLTrbwA714kQVPJYcmJRo35ompIHMLJWRhXX65GIX2BcBLaKGhnNBh2DAWYHr14vtcupSXoI1j9RbE5ct8TWs+CO7cYQE3J8dwb8VB1tY3acL112iUy1k7DmJjWcBMTOT+un/funo0a8b3dPmy8jkL055ELPgtXWpwjHRyYlvkFSt4fKrV/NtcuOzcmTUwc+bwh0xRkZcr9+xh85ahQw1LrJLEQsfatfzM2yL2uYcHa6q3bWMNmK2WSW297FqU88kOi7Zayi8MO3YYNKuybWtR6d7dcM78WL2an/PPP2dzAjc3vu+iZFf791+2A3/jDevmCnWz9cDwQCB4KnTD2mOGpixGbR6lF3IlSHjH7x2s7b8WTnZOUEtqOKgdkH05EN99ByDOHzg4Bdrr/sVqK2Mkicf07t3cLjL377Pg+MorwIIFys/Phx/yPCmv2liLTsdze1YWP7/GttnffcfzxKhRLAibm0XNnctlvL25z+ztue1VKlb+TJ5smi3OlthUoytJ0lIATQFsJaLZCvvtAFzL/QGAiUR0zpZ1eFr44osv4OnpiTp16iAxMREnTpzA888/j8qVKyuW37x5M6pUqWIxTJbx+UoLkZGGgW9pqbwoWNtWGg3XoWnTvNq0gvrDEjVr8gtp1y5+iTs6Fk9bff48UKmS9SYI1ppb5Hf866/zktmWLfy3rCX75x+eCLt1AypWNJy7Xj3+YNmxg8va2RUceSI1lb/8Q0Ksq5f5d4stxoq7O3+YzJvHWvB69fKWsXYcnDtnsF8rjCbdw4OXTiMjTR3XZMFZ1q43asTjVaczOE7KL7jwcB5vR47wcuNLL7EzS0SEqRawfv38NYOzZ7M99/z5lj2988PYS1vGzY3HAxE/Y3IyPlnzZAtat+Y2+vNPFpbmzwfGji26dlcOu5aTY7qMXVT27mU7V3kZN7/zhYfzysXDh7wEfemSYd+jSlerhPzxqVIVT+sO8Pzq7s5j8403lMsQsWlDkybAu+/ydeU00D17sqOtFVH/9CxezELWiBHK+7df2Y4VZ1fgoeYhIhMi8W/iv4CRQFwuuT3efbkL5hyerY+c0K9pP/i7++tT6jreCsSHr/nj+ee5n+RVGVtmWhs0iD8+16xhB1KAM82lpfGHoiVq1WKb4yVL+GPBmrkoPJzD9e3Zw+1nbuNrb8/JXfbt45WfX37hvqlaled/OfpPvXpcJiWFx2uHDqzNnTePr9GlC3/82HQcWxtwt6AfAH0A/Jb7968APBXKtALwhbXnfFITRjRu3JgCAgKoc+fOFB8fr08Y0b59e33CiLS0NOrduzd17NiRBg8eTDqdTn+O6OhoGj9+PBERJSYmkr+/P82ePZu8vLzo7t27REQ0YsQI8vPzo1mzZumPGzRoEKWmpuapk/H5zOsqB9ZX4tSpU3Tq1CmbtEF+yIkVCsOnn06jIUNW6JMezJhBFBNj/fks3ZultlLi7Fm+9rVryvst9Ycl5P7Q6Yh+/pmobdu39QkZ5HsrDA8ecLKBPXusu64llMZaQcjJDuQm/vdf/t9S3oe9e8mkLw8c4O3mSSTkfouI4LJ37liug/E4iInhdpSTSpi3Z0FtkB8HDnBdbt8u3HMp8+AB0ZdfEj3//AiqVcuPgoNnWezvxMRE6t69O/n4+NDo0aOJiGjzZg25urpTQEAn6tSpE0VEnKUffzS057RpRHPnxuuDyMs/TZsSde5MZGdn2DZyJJFWW6RmICKiF18kqliRKNksj8XGjUTvv59/goZ+/Qz1kCSi0aO5Lo86KcWcORxY37htnn+e6JNPiGbOLPx1BwwwvY/PPivc8YcPE731FtH48UTBwaZ1yy8BwOHDnJxBLtuoEfe9kxP/b2f3+BJkjBpFVKYM0axZtrnm6NH5n++ff/gef/3VdPvOndxmfn783FtTl8xMosqVifr04f/DYsJo2r5p9PXhr+mdHe9Qg+8bEKZD/9N+aXt6e/vb5DjLkdQz1OQww5lQK4zee89ygofDhzlhSatWnFTjUY7xFi2I/P357/h4Hg+vv17wcTdu8Hiy5nUYFmYYZyoV358Sc+bwfnmMli1r+txJkuUEHB99ZChnTbIXFCJhhC01uoEAVuf+vRNABwDm/sJ+AHpKkhQE4ByAMUT0iJTVj46pU6di8ODBWLlyJebPnw8XFxd4enpi/fr1ePXVV7F69WqkpqbC398fH3zwAUaNGoWIiAi0bt0aALBixQqMHz8eAHD27Fl8++238PPzQ1JSEk6ePIn09HRotVqEh4djxIgRuHLlCjw9PTF48GBs2LABr7/+ukl9jM9XGORUqS1btrRYZsyYMYiKitL/3znXuNC8DebmswYyb968QtctLo6X+IOCOBbttWtsj2rt+SzdW2Ha6swZTvZgSfFrqT8KQpL4q7Zbt3kg4i/d6OjCayAjI3lasNZsQakvvby8FMdaQfj4sMfyP//wvWzbxprldu2UyzdowMvsOh1rYyy1qdxvjo4t4eqav12v8TgorqbaHOO20ukAB4fOyMhQbqv8xkFODscZPXXqb9SqpcX334fjxx9HIDPzCoC87bxixQq89tpreO211zBo0CBERERAklRo1uw/WLDgC7i5sWYyMZE1UrJda9euvHz5ww+GZAnZ2dxH8qqIbO9cHNvlWbO470NCWFN6+zb36717vP/bbzkuqnHs36wsQ3pVlYrr5uBgsKO2pfZWicBAvp6sUZs4kftE1nhNn852pn36sHb5wgXLWu3Dh3mZVaUyvL6PHzeM64I4dIi1wfKyf716HJ963Tqun1arvDqTlcV2xrIJjUrF4/3jj7nv336bbbkfR4h5OaxY9+5s42kL6tZlLfW0aayhNNdqf/kl35v5wskLL7CG98sv2T9A1jjmN57+/pvH6+CRKfhw9xx8HfY1dMQdYq+yh7uLu97OVi2p0cOzB6YETMHAZgP14cBW3vHH118Drq7+UKv9eW08d85ZuZI105Urczu5uDzaMT5oEK+wXLvGJgs5OXnt7pXw8OBn8JdfOJRffiEc5SgOAD+/+/crz/WBgbwqIT9ru3bx3926GWzuX3hB+RouLgb768xMG69OWCsRF/QDYCkA79y/uwD4SKFMawDVc/9eDqCXQpnRACIARHh4eOSR4oui0bUmrZ61GKfE/eGHH2jGjBn08ssv0+bNm4mIaP78+TRp0iTatGkT+fn50eXLl/OcY+jQoXm27d+/nwICAiglJYUmTpxIW7duJSKiP/74g37N/YxNTEykyZMn53u+xMRECg4O1qdD3bdvHz148IC6du1KHTp0oGHDhhER0UcffUSNGjWiRo0aUefOnYmIFMtZ2wZErJ177733qEuXLibljbV2GRkZNHDgQGrfvj316NGD0tPTKT09nfr27UsBAQE0btw4un+fKChoGo0bt4J0OqKcHKIFC4i++YYoIyNvmuEePXpQQEAA9e7dmzQajeK95df2SqSmFqwttdQf5mXM+4OINY516nTSp+r98suH1LlzD2rTJoACAnrTtWsaxbYy7qN27YbRwoWGNjZue0vXNcfSWFPC/BrXr6dT06Z9qU6dAPL1HUdhYcr9IWtTz58nevnlZfTWW8tMzilj3G/16nWmLVvybVqTY6dNm0Yff/wxBQQEkLe3N926dUuxDczHGhHRwYMHqV+/fqTVasnPz49iFNSt27cTtW07kdasydtWZ88mUv/+k/NoaXU61nROm0Y0aJB17bxy5Ur66KOPKCkpiTp06EC3b9+mH39cQFWrNiV399bUqtUI+vxzDV2/zmPowAH+HR8fT2FhrAlRqw0aEaVtxSEszFQDWbMmkbe3Ie2urPEZP55o82aiDz4gatKEt3/wAde3JFIKm2vUPvvMVPNkrvF1dMxbx6tXWRPo6cnj4bPPiF57jcsPG8bzVEF06aKsvQ0LY414tWpElSoRnTljOCYxkSgwkI+xt1fuy5gYIgcH1tg/as6e5bosWWK7c06bZlmrHRHB27/8UvnYOXOs04gTER26cYiqjR5JzqO6kvNsZxPNrWqGimaEzqCwmDBynu1M6hlqcp7trCg3ZGUReXmZjvnmzYkaNzZsc3J6POP8+nXDao2dHVFuhnOriI7mNvP3z7+u69cbNLIFzSNK2mtrNNryXCXPJQWlXkYJaXTTAMhuI+Wg7Oh2lohkC60IKKg0iGgxgMUAZ0bL74KTdkzC6dun861USlYKzt45Cx3poJJUaFGtBVwdXS2Wb+nWEvO65a8x/Oyzz7B48WK4u7tj4cKF6NOnD8rmeuaUKVMGqampeOmll5CRkYE+ffogKCgI3333HdQWrN6JCH/99RcqVqwIe3t7pKeno2bu51WlSpVwMjcqtLOzMzJktaYR6emsVWEPzMXo2bMnJk2ahBdyP51u3bqFiRMnIiQkBN26dcOdO3cwd+5cNGrUCAAwbNgwi+WqGbtf59MGAHDkyBG89dZb+Cqf+CKLFy+Gt7c3/vzzTyxbtgznz59HWFgYvLy8MH36dPTp0wcLFpyFSsXB/2WnmZdfZnui3btNz3fhwgWoVCocOHAAmzZtQlpamuK9FZaDB3m6ys+r11J/mN+veX8ArHF0c2PjfbUaWLv2AuLiVHjttQO4dGkTli5Ng7398jxtVbFiRUycOBG+viHw8+uGmjXvAKiWp+0tXdccS2NNCfNrrF+/GC1aeKFRo+n4668++P33s0hM1OTpD5lmzbg979xR1oDJ/XbnDpCRMazAsGLm/Pvvvzhw4ABmzpyJvXv3IjY2Nk8bLF682GSsnT17Fh06dMDSpUsxYcIE9O7dG+4K6mA/PyA7Ox0JCaZtFR0NrF7tjGvXMvDrr2xD2Lw5awYjIjjGcceOQGysde3coUMHbN26FT/88AOaNGmCSpUqoXbt1hgyZDfKlq2O9euHwMVlG2rX7gXAoLm+edOQLMHczlZpW1ExdqRRq1nLGBjIdufZ2Wyn160bh55asMBQ9rPPWPsIlEwqaXONWlCQqeZp+3bW8i5axM99VhZrCv/5h22kk5M5w55OxxEhPD35Pik3Hun06bwK1akTt4VSO0dEcF/IrwFje025fmPGGM4xbx4nDFmzhpOvrFzJGmClvnR3Z7vjH39kR6PixkjNDznmrexEZgu6dmUns6ws1mpXqGDY99VXrO0bPVr52MBAtpWWNY6WbGC/CfsG7+96H1SDxYre9XujZ8OemLh9IrK12XBQO+CFei+Y2NlaSubg4MD2p+fP8/86Hb+H7YwkKo3m8dhM167Ndq5Ll/L1u3Wz/thbt/i3HP3EUnazgwd5vn73XXZyy++elLTX1mi05flr715eFfruO7Yjzk/TbC22FHRPgM0VjgDwBhClUGaFJEmfATgPoDeAOTa8viIpmSn6ZQkd6ZCSmZKvoGsN8rK9jIuLi/6Fnp6eDhcXF1y5cgXdunVD37599Uv8Q3Njbjg7OyMtLQ3lypUDAEiShAULFuCTTz7Bpk2bUK5cOb0AlZaWBl3uOld0dHSel3BsLHDjhjO2b09D2bLlcPFiNEaOHAgA8PXl7Hj29vZYsmQJli1bhsTERIvCmVK5gkwXjPHy8kIf2ZvEApcuXULf3JyLshC6bNkyhIWFN+OGkwAAIABJREFUITQ0FDdvJsPZOR7165t629esyQ9CWJhhQgOAVq1awcvLC126dIGnpye6FfCUm7e9EjExhmDYGzey+YLSUrhSfyiVGTjQtD9kHB0NL/1WrVohKsoL//tfF1Sq5IkGDbrh9OlLmDDBtK1u3LiBJUuWYM6cZcjISESZMtyX5m2vdF2lvrQ01pQwv0ZUVBSOHw9DeHgoMjOTkZwcj/Llu+XbH9WrZ+DuXWdcucIOVErcvs3LfoX1qxySG2PHw8MD2dnZim0QFRWlH2vJycmIj49HixYtMH78ePj7+yMhIcFiW7m5lcPZsxnIzOS2Sk7WYc0aIDExGq6u7iBiwfbCBUOdJInNNqxt5xkzZmDRokVwcXHBt99+i2XLlqF+/aEoX94ROh1Qs6Yvzp+3nEGiqC8ZazE3A5AFLnNh+t132YwBYMHuSQvrpVRnBwd28MvO5vqGh7Oj1LhxLERcv87HGAuRksTL7XfusHC/e7fy0nt6OjtP1ajBS8UnTyp/eNSvb4gpajy9LljAx8t1V2LKFD739OnAqlXFbSHLbN/OnvO2NJPw9+f7XrOGTVzefpv7IyiIt733Hs/Dlo7du5fH3JEjecvFpcZh0o5JWHdxHWcnkwAV1GhTsw1GthqJplWa5hFq/d39C0zk0KsXJyORn4WVK3m7/NFna8ez/PDzY7MYrbZw4d5CQw3RfyyZCyQlsfPZf/5jXazj4iDPVQMGsKJrxAiDE3NxsKWguwHAQUmSagDoDuBVSZJmE5GxFc9MAL8DkABsIqLdCuexmoI0rwAHdA5eHqz/YlvVZ1WRMpHkR9u2bREaGoqWLV/C+vUH0afPK1iyZAmaNm2KoUOHwsvLC5lG0pmPz4uYNWsdJkwYit9//wLVq1fHkCFDkJycjAoVKsDHxweHDh2Cn58fzpw5o9dOrl69Gq+88orJtaOjgfr1X8SFC+vQqtVQlCnjgcjISAQFBeH06dPo2rUrli5din79+mHAgAHo1KmT/lhnZ2fcz41zRESK5X7++ec89zvdggFQfsKjTOPGjXH8+HEEBwdjzpw5qFq1Kho1aoQ2bdrAz284PvtsCxo08ADR0TzHBgWx9+q9e/xA1q8P3L9/Bu3bt8ecOXMwaNAgHDx4EMHBwXnuTcp9Ul588UWsW7dO/9GhRHi44eHPL9qDUn+Y4+GRtz+UuHTpDPr3b4+YmDlYs2YQYmIOomXLvG0VExODoKB+uHdvAGJiOmHHDhYYzdte6bpKfbl8+XLFsaaE+TUaNWqEBg3aIDNzOC5c2IKKFT3w8GHe/nBwcNALkKdO7UCZMq8gIkJZ0HVycsaNG/dRvz5w6xbBw8P6Ga6sWbwzpTaQx9rw4cOxZcsWeHh4AABmz56NKVOmYNasWfjmm28U2+r775dj69ZDWLvWD9u2nUF2diO0aQNcvLgajRu/Ant7Fk7OnQNOnDCEzLpxAxafaXOSkpJw7tw5+Pn54ejRowgJCcF3372OOnWmonJlL1y6tAGDB39sdZvYGktaY3Nhul8/Fvwe9wu/MJjX2fzeJImFS1kT7eBgOZaxu7sh41RGBmuHjc/9zjscF3rvXj63hWkAAAvSQ4awRgvgD4WUlILvp1o14K232Ot+yhTL6aWLQ2oq2ym/957tzy33xyefsLA2apRBmG7fvuBjN23id8KHH3L4xoMxB/HFoS+wN3ovCIQuFd/Ezrv/A1TZ0Okc8FxaIB9rhVBr6ZqPegXFWsqVM4y/wkTfkG1q5RB/SixaxFEc3n/fljXOH09PDp03diyn8i6CC5Ip1to4WPMDoCKAAQDcbHE+W0VdeFQ2ujJsN9mb3N39ydt7CM2YoaFjx+L1toG9evWi9PR00umIQkOJpk3TUdOm/emDD+7Q2bOJFBISQgEBATR27FjS6XSUkpJCLVq0oMmTJ1Pjxo0pOTmZoqKi6I033shTnx07iD791HC+06cT9Ndt164d7du3j/bv30/NmjWj1q07ULNm/rRu3SEiIrp//z4FBwdTu3btaP/+/fpyHTp0IH9/fzp06JDVbUCU14Nepk2bTrR3L9uRPXz4kPr370+dOnWiPn36UEZGBqWlpVGPHv3JwyOAPD170NSpKTRp0jSqW7cu+fj4kI+PD82fP5+IiI4eJapdu5Pee3/XriQKCelCPj7+9PzzQXT+fLLivcnodDrq378/3blzhyIjI2nq1KkmdT11KpKCgqbS9OkGD/7du/OWU+qPuLi4PBEhEhLy9odSeyUlJVGXLl2oVSt/ql8/iGbMSKakpLxttX//fqpVqxl5eHSgWrX8aeTIQ3TgQN62z++6xiiNNaX7MK8vEVFaWhr179+f2rQJIH//HhQZmaK/D39/fwoKCqLk5GQ6d+4cBQQE0JgxY2j48OH04YfLaPp0tj00P+eOHfepbt1gcndvRyNH7s83GoW5ja58j8uWLaNly5YptoFc54CAAOrRowelpKTQmjVraGyuYVvXrl3pxIkTiteLjEyhatVakJ/fZKpcuTEtXJhMZ85E0X/+84beVpZIOQKEUjsrjb+jR49S06ZNqWzZshQSEkIPHjygc+fOUePGzaluXS+aMOFjxbqVdDQaJR51NIXHwaxZBpvB/Ow/ZftC2e7XyYlo9Wret2GDwUbZWopqW33/PpGLC9Err1h/rcKwbh3fi6XoKrZCozFEt7DKLjT3Hf/mnEOEmkfpxUWjSJou6W1vv9+1hlxciFArjNBhDqk8wvK15X3aKI4tflgYz1OenkTVqxMlJRn2ZWSw3XjXrravc0HodETdu7Pt+eTJee8JhbDRlciSGP8E4OvrSxERESbbbt68iRqPw7W0ECQkcBq++HjDtoYN2Zbl3j3WCJYtyxmi5ODuqalxuHHjALp3H4Rhw0xtewDW7OzatQsdO3aEm5sbFi1ahEGDBsHFKFhgZiZ7Wbu6ArdvxyEq6gBWrBikGADbOO6mnR0Han8cmcYiI3npCcj/ur/+agj8rVKx9lbJlu/gQdaKGA9b42UNlYo9wps0Ye3DjRt5vfDj4uJw4MABxdinu3axxqJXL15utOTBr9QfWq0WP/74I94uZuqouDheKm3TJq8d3OXLnAlHtm9VqwuOSVsQ5mPNVvdhidRUtj9s1840Tm5MDMdblOPN5jcOSoKDB4GtW5Nw9eou1K7dES+/7IbIyLzjAFDO6GfezrbkSZwXSwPh4aZL0QXFuJVTGc+dy8vo/fqxTWutWqzpL0x2u6JmPJs5k80pzLNi2YJRo9i0ICHBNFnAo0BOuavT8Tw3axZrqs3ZemUr+vzZB9m6bMPGXBMFAFBDDacjs2B/ZAoyMjgqQUF9+TRS3Ax5J07wO+eNNwxZ7375hW2j9+yxLpujrdm8md/FAJsyGveZJEkniMjX8tEGhKBbRGJj2c4qIYEFEznUj9ycRIZtsjmeszPg68sToPwy1+l4eSYggIVi4xdjQelvd+1im9XRo3lpYdUqFq69vfOW3b6dw6/INGvGk/CjtJ1LTeVlB2Ob2o4d8z4wJ0/yspM1wltsLGdJ02q5XOfOLPxFR1uuh+zYVr8+H5eczOFszM+fmMi2cF5e3I6FRavVQqPRwMnJqfAHm7F9O3DsGNsoyfW8c4cF4MqVOURLXNyjSY1sy/uwxJ9/cl9OnswfQDdvspDr6MhhhuSX25YtgXB0NBzn6uqKjRs3PrJ65Yf52CvuB4YteVLmxdJIUQSIrCxeft+wgf93crLs6GNrdu82hHBycGDbV0th/woDEY93f3+D8uJRYukj42DMQaw6uwqZOZk4f/c8Ttw6oT9GgoQ25Qbg6KKhcHi9L7SUDa3GAZW37cGhP/yRmPj4zQqeJmTb+gMH2FykSRN2xjx+vGTs7PP72CmMoGvTzGjPCrGxwLJlBgG2VSt+IBMTDYKpvT1njoqL4zKSBLRtyw9Yw4aGcmlpHNfvr7+4jJzfPiuLbboA5UxSSUksMLdsyXEX5QgBYWFAixamg5LIkDlK3h4ZyfV//nkWoGwtMGVksHG+rEHWarkeFy7wAyQLLzdusBdzvXrsbRwTk39dlOKl1qplEEBUKrZ/u3qVHYPkD42TJ/lHRkm7vHMnP0zWZuMyR61WW4ysUVg6d2Z75E2bOJ1iZiZ7ojo68gvUxYWF9UeBLe/DEq1b8/1dvMjjdsUK/hAcPpw/kOT+nTo19JHWozDYOlav4OmgKM58jo6sHdu0ieefx+WBD7BQIscjzc7mZ2rnTvbOLw7nzvGqpS2jLeSHsQ1sx046ZFU/gN5/zMPGy4YP3RbVWmB0q9H435n/IUeXAwe1A77p/zbe/sMfl//ag4dVQlE5JRDH/vbXz5dCwLXMzJksj4wezU6Nly8bZJOSwDwub1Ft/YWgWwSuXjUIuSoVpzstW5Z/jF9+XbuaaoDq1+ft7u6m5Vq3ZgGViMtGRrKgLGuHNRoecMbH7N7N15a1o5LEX+0bNnD9GjQwlD13joXZDh140NSuzcL6nj0saFibltVasrNZu3z/Pi+d2dmxcKBWc73//JOdPNLS+CGqUIEDzDs7WzcZm7efkgDi5sbtILf9oEEsWB07xu2ak8OmJPJ5oqN5f3Awf8GWNI6OHL5m1Sp+Wd64wQk0Ro4sXKrLJ5V69TjBxL59PA7kDw9XV8tRLp4EzMeeQGAJW72ki3NdlYqVB02b8txRrRq/M4oi7G3fzr8LE76qOBARLjn9hm3VfsW3hy/h3sN7sFcZ7CXUkhqvNnsVUwKmYFjLYSaRE4YPByZM8AfgjzQnjuTyqBQDpYmyZdlsoVs3Q5SQAgIpPVIsOfwVlqdS0CUjL/qSQM5OI8d4tRQGyVoNUJMm/BVuvCQKsJAs54c+dYrjc1atyhNXZCR3vLFQ1rw5D4rDhw2CbmYmf83XrMlCnNxsHh4sOB05YhCwLUUXKAw3brBglpjIIULkyUU+b7ly/MW4YgULwjk5LIQahxIrCtYIv3Z2rNWVtcunTrEZgJ8fhzCpUOHJ+tr39OSPozNn+H+12mDy8rQjh906doz/1+lY4K1YsWTr9TTyJJufPcvY6iVd3OvWrMlz7Pz5vN/c1tFatm3jFcRHZSETHhuO0OuhqFuxLi7du4SlJ5ci7gEviaokFWYGzkQHjw7o8XsPfRSlwDqBAPJGTkhNNWi1H6c2vTTg4mJ41yQksGxSkm1ni/CIT52ga29vr4+DWhLCrhwrs3JltoUtaAnTGg2QJYFY3lauHNt3LV3Ky/tHjgBlyuS1u1KrWWjbtYsDQVevzg94ejpPdObN1awZBzHPyeF9hY1bas6VK+woJdsnK0Uba9GC7TGPHOH/7ezYJvO554p3bSXyE35r1uQHeOdO/p2UxJoOc6fAkqZmTdZMAwYTlNKiUXR2NoTE0elK1709LogIaWlpsH/UnkGCIvGo0xtbe90XXzSsGmZkFF7QTUlhBcoHH9i+rgCw8+pO9Py9JzQ6jX5bvYr19Kl4JUiwU9khqG5QgckcgJLTppcGjJPC6HSl4yPhCXutF0ylSpWQmJiIBw8elMj14+P5a7FjR15+BVhwKy7Gpg3y+Yy39erFWXrkQahWs72reeaumjV5+SE0lIXK06cN8RTN66lWc7afvXv5GLW66Pdy4wYHrJbftyoV10/J1FOSeBIiyr/co8C4TTt04PpeusST4ZEj/DWbXza0x02lSvxRI2cSK1/eNuPtSaBiRRZ2S+O9PU7s7e1RqVIli/tlTZmxYKC0TVB6CQpih7isLH7edu3ieLPWfh/t3s0aPlvZ58rjr0GlBjgYcxCLIhbphVwVVPigwwfo1bCXSQx8S9pbJUpKm14aUEoK87Tz1Am6arUaVapUscm5iuJNO3IkC4/vvVe4UDG24Pff2UAcYIFNp1MOt3L3LvDRR2yPlZ4OXLtmWWNaowYL0GPHcjs0bmx9fcLDeTnr6FGeOBs1YoFXozF4ySotc924wd6Txt60JeUwHhXFAcplr06tVrlNS4oaNVgDExrKkTlatizpGtmO0nxv1mKtEFrQNj+VHzI0Gdh/fT/2Xt+LRs81QvXy1REeG44vDn+BHF0O7FR2GOs7Fo52jvj+yPfI0eXAXm2PhT0WIsAjAFcSr+DkrZMIrhssBOJShrHgl5DAySgGD2YfAGtWsX77DSbRTwqD8RhqW6stNkdtxoC1A5Ct5XBgakmNLvW7YG/0Xr1DWa+GvaxKxZsfJaVNf9opjR8JT114MVsRHs6dmJ3ND7CcdjE/Ll1ie9qZM1k4etxYG9Nx40agd2/+294e2L8//3u7c4cjF0ycaEjbqXRteeA3a8YRACZONNgrv/EGh+aKiLDuASluzD9bUZg4mQKBEgUJob41fJGalYrQ66HYf2M/mlZpitqutRFxMwKzDszSC6Fv+r4JIsLPJ37WbxvZaiSICL+e+hU5uhyoJTU6eHRAUmYSzt45C8Kjmb8rl6mMcg7lEJMSAx3pYKeyw4ftP0TPhj2RmpWKEzdPCOH3KebrrznTVdeu/JFpyUFNq+XMcHLq14Lse+Vx36l2J7iVd8Nf5//Cp6GfIkeXAwkSHNQOyNJm6ctLkPBRh48wJ3iO+KgSFIpSHUfXVkyfDsyYYfi/SRNg/XrltKQy48YZEhuU1PK2NQLi3LnA1KkGW1lLgbaNGTCAJ7D4eF7iMr+m/FEg21QaY+01nlSeFKFb8GSh9OI9FHMIWy9vRYNKDVDRuSIO3TiE+cfnI0eXA5WkwvNuzyMtOw2X719+ZEJo1bJVUda+LKKTOXi0BAlBdYJgr7bHzqs7QSCoJBVG+4xG5zqdMXTDUP3y74ZXNyArJwsD1g6ARquBncoOszvPxrH4Y1h7Ya3eHtKnug8ycjIQmRBpsR5qSY0xPmMwoNkAaHVaHI0/KoSUp4gxY4DFi/lvORxmly6G/eHhwIQJpmEZjed6+fl43u15lHEog81RmzHvyDzkUI7Fa7Z3b4927u3ww9Ef9NrbPUP2iDEjKDQijq4VyHFlVSp+eG/cYE1l7968fN+jh6nQk5TEAe0HDSpZG05rlmMCA1lYLYyNzZgxHAR87Vpe0jJm+XI+l0yXLhyQ/JNPDGYKT7Mdj1jierZQEmBDo0Ox7d9taFipIaqWq4rw2HB8E/6NXoBt+FxDJDxMwL2H9yyeV0c63Ht4D452jnohV4KE4HrBcFI7YeuVrSZCaAf3Dhi1eRQ0Wg0c1A7Y+OpGSJKEXn/00gum2wZtgyRJ6L6qu0FYHchZCIztF2d3ng0AOHDjgH7bkBZD4O/uj1outfLc794he022hceGY8vlLfpjf+j+Q55r/Pbyb9h6ZStWnF0BAkFLWiyMWIiFEQv1baCW1BjqPRRdG3RFdk42riVfwwv1Xii0WYa1/fYkbXvaqFPHoLjQaNhhrW9foJJ3ODadCcXNsEDUJH/MnAnM/l84NLW3QcqogaT6Evqt3o31l9ZDRzrFc0uQ0Ltxb/Rs2BMTtk3Qj6GvXvgK/u7+eKXxK099+wmeHp5JjW5MDGtuAwLYSD8wkB2U3nyTtboA2y1t3MgPPwB89RV7nJ4+rZx57EmjsFpKnY7bxM2NU53K3LvHHwAJCfxRYLy8LzShgicdWSBpW7MtXJ1csSlqE+YcmqMXYKuXq46kjCQ8zHmY73kaVGoAV0dXnLx1Ui+sjvMdh+6e3dFvdT/9i3zPkD0ATAVES9tkAfNJEcCsOV94bLjJfawbsA5/Rf6F5WeW56vBrlm+Jio5V0JkQiSICGqVGoObD0YZ+zL45eQv0Oq0sFPb4cuQL9GmZhtcTbyKE7dOoHm15qhfsT4ibkbg470f67XQo1qNQmZOJlacXQGtTguVpEJ3z+7Q6rTYeXUntKSFWlKjp2dP2KntsDFqI7Q63tbdszs0Wg12XdsFLWn1mniNToNzd87p+7dNjTZwtHPEoZhD0JEOapUa/2n2HzjaOeoTFNip7PBJx0/g7eaN68nXcSHhAvxq+cGvlh/K2JdB5N1IhMWFwa+WH553ex45uhwciz+G8Nhw+NTwgVdVL2i0Gpy6dQqnbp+CXy0/tKnZBk52Tjh39xzC48LhV9MPz1d/HlqdFsdvHseJmycQXC8Ynet2hkpSKfbb4ZjD2H9jP4LqBFnuy3Ag8PVwaGqGQh3XCV3b1MXu2E3ICnoLUGkAqNDM1Q8a+wRcTrxs0p8Oage9ja0ECUO9h+LlRi9j0N+DrBrjAkFxEaYLBTBoEAu0UVEcT1bGON0cwMs5b73FERaGDOEoC8bLOKUNWZg/f56FW52OBf19+ziI9O3bQqgVPDmYv0DDYsKw4+oOuLu4w05lh93XduPPyD8tap0AzqxUzr4cwuPC9QLOm75vIqRuCF77+7VHLqw+jRQk/G4btA1/X/obC44tgA46SJDQvFpzpGWn4VrStUdWLxcHF6gkFZKzkvXbytmXg5a0yMjJ0G8r71AeapUayZmGcrVda0OtUpvUr2b5mtDoNLibfle/TSWp8h1PjxsntRMytZkm/2t0GmjJEHC7jF0Z2KvtkZqVqjdN8azkCQe1AyITLoBg4X4IKC9VR83Kroi6F6V/Pt7zfw8vN3oZIStChFArKDFKj6BbvjxF+PiYbhwwgI1lHz40qFuNGTaMf+7dA/r1y7P7SshYNPxkIL6cGIv3z75usi8lFRgZ+S42aF9CU3UUVpYdg8Qkw35JAqrM+y+avhXCqt1Jk/Jef84cDnAbFsZW/ObMm8fu5bt3A7Nn593/88+sWt28Gfjmm7z7V6zgYKN//QX89FPe/WvXcpDf337jH3O2beN4VQsXAqtXm+zK1gDlI0Lx5pvA9+5f4/qCLbh+HWjomRsVwdnZkB5n1ixW7Rrz3HPAunX895QprPI1plYtzgsMcNudPm26v2FDg9HY6NGcDs6Yli25/QC2r5DzK8v4+/PXCsBrcPfvm+4PDjZ4EXbvzi7/xvTsyeE0AGVbjGKOPYwdCwwcyGnpXn897/533wVeeom/wMaMybv/v//l/MSlcOwBMMTO+/prNhg0IknKwg/TuqF2hdpotWQrHEIP4U76bb29eGo5e7zcnz0j5+wG/GNN7cnjXIAd019DD88euD/mdTS/pYUEFbzdeHlmXc5ZjH6JNVXRkS+g2s0UpGSlIjkzGRWcKsC1bUdg3jyEx4aj/MhxcH8gwdXRKEXdMz72zr09CFsq30fPe8+h+fe/IyUrFWdunwFBBwkquP70Kx42a4jZnwbig9BsfdvrSIdzd87izZckXKtqj/VlRqDur3/jdtodPrEEVC/nhpOfT8aI09PQ+0wWxh4HmldrAZWk0l9j8H+csHrsXlRZsxU358/VX1fu33pdLiJFrcGECBVmJHC8ReP62R84BADYNLojul3KMTn26P0zeHEwO1JdShoMl8PHcfb22dxjJdSt74sv3mmDn47/hNm7dfCPA6qWqQIdEe49vIc4F2BoXxV6Ne6Fkf87h3IXrurbrVq5qrhdwwUh7a9BBx0WbwLaZVYBgXAvnc1kzrgB+ye/AkmS8Mrsv1ErlY+t4FQBBB3+qZKKKSGsWd27qRIqpOcgOTNFf40rLd2xtGcNHIs/hq0rCc4aoIy9MwiEDE0mtjQEvm0voWfDnvhm1gXEp18DJAJIhYau3sgc2BleWAh1Rha2rgK83bzh6uiifz40rw9Cg3dmi3nvEcx74p2bO+8pIGx0LUBgO1s3t9y2e9N0v6sLPwc+OUC3ukCLRcC/V436ljhLVdPHXO/HhYM9p/tbvhwY/QqQcB2oVhWoXkKhvwTPHkSEC3cjob4XBTuVHQiE1KxU3NU9wPT9nGXkvxeA4DTT49QqNSTk5GqsAHfXWqhcpjLO5AokapUa41uPh7+7P2412YDsjOMswOYKqz3q9sCsID8E1glEtVnLAKTA1dHFVJgFx/BE1WZAttmE/4zTvJoXmsvCBgBXRxd4u3kbPhTcvAH3lvjqha9Q9vQ8k7b3dmuJt9sGokXH/vA/fQ8p5Y/gbnqCXgh1K1cd/2nxH9RpEYA7S3+Ad2yU0bF8jb8HLkBrd3+gUhSqGF83t9y217Zh750jGKi+D9ddESbHVnCqANdc7WN1nzch3d5qcmzrmm0wK6gXAusEwuO33YDjZdNjXd3xWvPX8OupX6FCJlSQUNOlFgAgMSMRkkRwtHPEB+0+QJ2d83DlYrT+3mqUr4lKld3haBePbG021Cqglnzsw0T92H2/3fsAgOuqjZAk/kirW5HTTqpV56CWCA5qBzSv1hx2SSkmQnzXBt3g1XU4gpcHQ0IGVJIKjSpzHMkzt89AJRGc7JwwpcMUeFadgrKJLkh4kIwqLhVQo5ILULEe9ry0B4cu7YT3no36dtE/H5WM8s0LBE8gT7ZG18amC3/8wWYLS5cCI0ZYd8yzFn4qNJTtluVMaefOcTIJgaC4mC9r6kiHDZc24O+Lf8NOZYc76XdwJPaIydJzGbsyqOhcEfEP4gFwMPmJbSeid+PeeHHVi/ql03nd5mHSjkliKbWU8DT225PkGPesmdMInj1Kj+mCDQXd0FCOqFC1KnDxYuEycZWU01VJTGBhYZwxjIgjN+zdW7oFe0HxsTT+9l3fh1ZurVDLtRb2XNuDD3Z9AI1OA5WkQt0KdRGbGmsSU7N+xfpwdXLFqVunQCCoJTVmBs1EUJ0gq2xjxUtbIBAIng2E6YIZ4eEcDisnB8jMBI4dK5zwVpzwUwUJoW1rtUVKZgr2RO/Bvuv70LBSQ7iVc8OJWyc4JqEuB2qVGr0b9YZGp8GWy1v0HsXt3NtBo9Xg2M1j0JEOKkmF+hXrI1ubjZiUGBAI9ip7rOqzCv2b9bdKENi/3zTkTGnIcy0oGgWNXa+qXvjj/B+YsG2CPopBO/d2uPfwHi7du2TRC19LWqhVavjW8EVYbJheqB35/EgE1gk0EWplr3GlDEnmqUCtSQ0qEAgEgmeLZ0LQXb6chVyAfz8q4S08Nhz/XP0HXlVaYa8QAAAgAElEQVS94O7ijoMxB/Hxno/1wmqX+l2QnJGMI/FHCuW5m6PLwZYrW2An2em9abWkxZXEK1BLav255AxGxnE8NToNBqwdgHp76nGWI50ODnYO2PP6HrTzaJdHmAkM5ExxpSnPdUGU5tie1m47FHMIO6/uRCu3VmhYuSEOxxzGxO0T9eGcJrSZgIeah1hyaok+y5G5IKslLS7fv4zyDuX1+1RQYUCzAQioHYB3d76rjxm77OVlAJAnl721Qq1AIBAIBNZQ6k0XHjzgBBC3buWNA2stigHmr4di46WNqOBUAQ81D7H/xn4cjT+a73lcHF1Q1r4sbqXdAsBesoF1AuFs54zt/27Xh2+Z2GYiOtftjFfXvlqk+JzG2+zV9hjjMwYbL23E9ZTr+rrYqexQs3xNxKbG6uNavtXmLbSt1RZHzyfgyOV/0cf7BUzq2RVqlfqJEsry29apdie0rtka2dpsHIo5hAMxB9CmRhs0r9YcGq0Gx+OP40j8EbSo1gKNKzfG6dun8f6u95GjzYGd2g5zOs8BAHy892PkaHNgr7bH3OC5aFqlKS7eu4izd87Cu5o3mlVthgsJF3g5XquBndoOH7X/CFnaLHwb/q0+xua41uwxuvD4wny3jW89HgCw4PgC/bYJrScAAH48/qN+28Q2EwEA84/N12+b7DcZkiSZXHeo91Bk5mTiz8g/9XFG23u0R1ZOFo7fPA4dscd4BacKSNek62NiWosECSH1QhBSLwTTQqfpBVhbhOESCAQCgSA/hI2uESNGcKSF9+aF43RKKPr6BGJ094IFJr9afniuzHPYenkrpoVOYy2WJKF+xfq4m34XKVmG8C1qSY2qZavqBVgVVBjcYjACPAIwccfEAoUApW22DiYfHhuOzss7s2evpEa/pv1w5s4ZXEi4kG/7ycJQcmayXhBvXaM17FR2OBJ3xBCYvWFPOKgcsD5qPQdmV6kxqtUoOKgc8FPET3oB7I1Wb0Cj02DZ6WX6ci83epm11kZmGe092kOj1eBo/FG9WYZnJU9odBpEJ0Xr40FWcKqAHF0OHmQ/KNY4KY2oJbVJPM1qZavBXm2PuFSOGCBBgm8NXzjaOeJwzGHu31wNrG8NX0zdOxU5Ohb21w1YhzL2ZUwcwIQAKxAIBIKS4JkXdOWXbObV1pj5URUEjd6OQ/af6oWtt9q+hbL2ZfH54c+Ro2WzglebvYrb6bexJ3pPvmYFjZ5rBFdHVxy/eVxvWzg9cDqC6wY/8cHkCwr0vqb/Guy6tgvzj86HDjqooEKnOp2Qlp2G4zeP689Ty6UWtDqtXrAHgLL2ZaElLTJzMpUunS9Odk6wk+yQpjHEjHIr5wa1pNZ72wPc9mqVWi+cS5DQukZrqFVqHIk7ohd+Q+qFQC2p8c/Vf/TCW58mfaBWqbEmcg3fm6TC8JbD4VvDF5N2TNKPjQUvLgARYcL2CdDoNLBX2eOH7j/g5K2T+OXkL3qhe1SrUWhZrSUm/zNZX2557+VwtHPEq+te1X/cbHiV07X2/rO3vp3XD+T0e6/89Uqebb3/6g2NVgN7tT3WD8gtt/oV/ba/B/wNAOizuo9+21/9/gIIGLhuoP66O1/fCbWkLvQKgBBgBQKBQPCk80wLuusurMPAtQNNNFnWoJJUcHV0RVImZ4iQIGFgs4Ho2qArxm0dV2TB4EmnIOG3qCYTcoYkjU6DXn/20gtgWwdthZ3aDl1XdLXJNYq7zVqBTqldHlcKVxFmSCAQCAQCA8+UoCu/oGtXqI0d/+7AyrMrDU4yOgk96r6Kvt4vYPy28Saay7TsNAzdMFS/NLvr9V2KGrBnUbP1JAlbT5JAV5r7XCAQCASCp4USE3QlSVoKThy2lYgUcu1ZV0amVi1fWrMmQu84Zh7PdufVnei56iVoiB1p7OGIakmvIK7cBkClAXQO+Ln9Hozu/mSZEAgEAoFAIBAIikaJCLqSJPUB0IuIhkmS9CuAuUR0pbBlTMq7upG6zg8Y0sUbDzN0WHPoJHQe+wB1DsrXvYQHLsc4JzcA6CTg4MewPzQbmmrhQJ1QqGICMftNf0yZYpNbFAgEAoFAIBCUMCUl6P4AYAcRbZMk6VUAzkS0rLBlTMo7SoTqFnZqykKVUx46pzss7JIKlbXeqFXFBWfPAjodhxPz9gZcXCycQyAQCAQCgUDwxNKyZUvMmzfPZFtJZUYrC0B2kU8E0KooZSRJGg1gNADAgbe52leBJAHJ2Qn6ctVdqsLN2QOnL1YHOSZDyqoA9yYucHFh4TY5GahQQQi5AoFAIBAIBM8qthR00wA45/5dDoCqKGWIaDGAxQAg1ZDIcaQztg/bCAAI+i0Y2bpsOKgcsG7YKnYUM7PbFQgEAoFAIBAIANsKuicAdABwBIA3gKgiltFT06Um1gxbo3cK2zdMITWovxBwBQKBQCAQCAR5saWNrguAgwD2AOgO4FUA/Ynov/mU8SOiFIXTAbBNZjSBQCAQCAQCQemhMDa6SuYFRYKIUgEEgrW1QUR0xljItVDGopArEAgEAoFAIBAUB1uaLoCIkgCsLm4ZgUAgEAgEAoGguNhMoysQCAQCgUAgEDxJCEFXIBAIBAKBQFAqEYKuQCAQCAQCgaBUIgRdgUAgEAgEAkGpRAi6AoFAIBAIBIJSiRB0BQKBQCAQCASlEiHoCgQCgUAgEAhKJULQFQgEAoFAIBCUSoSgKxAIBAKBQCAolQhBVyAQCAQCgUBQKhGCrkAgEAgEAoGgVCIEXYFAIBAIBAJBqUQIugKBQCAQCASCUokQdAUCgUAgEAgEpRIh6AoEAoFAIBAISiVC0BUIBAKBQCAQlEqEoCsQCAQCgUAgKJUIQVcgEAgEAoFAUCoRgq5AIBAIBAKBoFQiBF2BQCAQCAQCQalECLoCgUAgEAgEglKJEHQFAoFAIBAIBKUSu4IKSJK0O59ycUQ02LZVEggEAoFAIBAIik+Bgi6Az4lot9IOSZJ65/5eCqApgK1ENNtCWTsA13J/AGAiEZ0rfJUFAoFAIBAIBIKCKbbpgiRJfQCoicgfQD1JkjwtFG0B4A8iCsz9EUKuQCAQCAQCgeCRYQsb3UAAq3P/3gmgg4VyfgB6SpJ0TJKkpbka3jxIkjRakqQISZIiEhISbFA9gUAgEAgEAsGziC0E3bIA4nP/TgRQzUK54wBCiKgNAHsALyoVIqLFRORLRL5VqlSxQfUEAoFAIBAIBM8i1tjoFkQaAOfcv8vBsvB8loiycv+OAGDJxEEgEAgEAoFAICg2ttDonoDBXMEbwHUL5VZIkuQtSZIaQG8AZ2xwbYFAIBAIBAKBQBFbaHQ3ADgoSVINAN0B+EmS1BTAICL6r1G5mQB+ByAB2GQpkoNAIBAIBAKBQGALrBF0x0iS9F8L+04T0QZJkgIBvADgSyJKAZACwOQYIjoPjrwgEAgEAoFAIBA8ciQiKuk6WMS3fHmK8PEx3ThgADBuHPDwIfCigj/bsGH8c+8e0K9f3v1jxwIDBwKxscDrr+fd/+67wEsvAVFRwJgxeff/979ASAhw+jQwaVLe/XPmAO3aAWFhwMcf590/bx7QsiWwezcwWyHk8M8/A40aAZs3A998k3f/ihWAuzvw11/ATz/l3b92LVC5MvDbb/xjzrZtQJkywMKFwOrVefeHhvLvr78Gtmwx3efsDGzfzn/PmgXs2WO6/7nngHXr+O8pU4DwcNP9tWoBK1fy35MmcRsa07AhsHgx/z16NHD5sun+li25/QBg8GAgLs50v78/MHcu/923L3D/vun+4GDgk0/47+7dgYwM0/09ewLvvcd/BwYiD2LsibEHiLEnxp7pfjH2xNgTY+/Rjj0FJEk6QUS+ijvNECmABQKBQCAQCASlkidbo+vrSxERESVdDYFAIBAIBALBE4LQ6AoEAoFAIBAInnmEoCsQCAQCgUAgKJUIQVcgEAgEAoFAUCoRgq5AIBAIBAKBoFQiBF2BQCAQCAQCQalECLoCgUAgEAgEglKJEHQFAoFAIBAIBKUSIegKBAKBQCAQCEolQtAVCAQCgUAgEJRK7Eq6AvkSFZU3/7HIuy3ybgMi57sYe6b7xdgTY0+MPTH2xNgz3V9axl4xERpdgUAgEAgEAkGpRCKikq6DRXx9fSkiIqKkqyEQCAQCgUAgeEKQJOkEEflaU1ZodAUCgUAgEAgEpRIh6AoEAoFAIBAISiVC0BUIBAKBQCAQlEqEoCsQCAQCgUAgKJU80eHFrl+/Dl9fq2yNBQKBQCAQCATPBq2sLfhEC7p16tSBiLogEAgEAoFAIJCRJOmktWVtarogSf9v77zDoyi3P/590zAQRLrKFRUUFUSERCDUDYamSFcUQWkWBBS58EOKIFIEG17xqoBIE0QEBEQ6IbREpQjSLqiA0lvoJBCS8/vjZNiSLbO7szXn8zz7zO7MOzPv7uzMnDnvOd+jyiqlNjhZHq2U+lEptUkp1c3Ifbvi/PnzOHfunD93Kbjg+vXrOHr0aKC7IQiCIAhCmGKYoauUKg5gOoAiTpr1AbCViOoCaK+UKupsmydO5C/04QlEhF69eiEjI8P7jQm62bJlC3755ReHyy9fvozevXsjKyvLj70SBEEQBKGgYKRHNwdABwAXnbQxAdBq4K0H4DQA9+hRriBnz9h955138NBDD8FkMsFkMuG2225DYmIiEhIS0KdPH6u2c+bMQfPmzVGxYkW7+zl//jwaNGiAunXrYplWbs+NduvWrcNLL72Ur23t2rVx5cqVm/NmzZqFESNG3Pw8Y8YM1K1bF7Vr18aSvNJ/euZlZmbe/N4mkwnFixfHsWPHsHnzZjz66KNITk7GoUOHACDfPEfrAsDBgwdhMpmQm5t7s4+28+zt46OPPkKDBg3QsGFD7NixAwAwZswYTJo0Cf/5z38wbNgwu+1KlCiB/v374xOtxKAgCIIgCIKREJGhLwCpTpatAVAs7/3LAJ610+ZlAFv4FU+RkURjxlA+hg8fTjNnzrz5uWHDhnT48GEiIjKZTLRnz56by55//nnKycnJv5E8+vTpQ1OnTqUbN26QyWSi3Nxc3e3S09MpKSmJXnzxRau2PXr0oB9++OHm5wULFlBiYiINHz6ciIiysrKoY8eOlJOTQydOnKDq1avrnmfJ4cOH6emnnyYiourVq9Mff/xBBw8epE6dOjmcZ29dIqJmzZrRli1brNrYzrPd3q5du6hZs2ZERLRnzx5q2LAhERGNHTuWiIguXbpEtWvXdtiOiOi5556z+3sLgiAIQkEhLY3tnbS0QPck+AGwhXTapf6WF7sMIDbvfRzseJSJaBIRJVBeabfoaMBk0r+DGzduICsrCzExMTfnRUVFISLC8Vddv3492rdvj8jISDzwwAM3PZV62t1111346quv8rVbvnw5Dh48iH379gEAEhISMGbMmJttChUqhFmzZiEiIgKnT59GmTJldM+z5L333sOgQYOQkZGBqKgo3Hfffbjnnntw8uRJu/PsrQsAM2fOxNGjR7Fx40YcOXLE7jx72/vjjz9QvXp1AECZMmVw4cIFAMDAgQNx+vRpjBw5Es8884zDdgBQunRpXLzobCBAEARBEIKL+fOBMWOMCbHcsIFtnbffdjySLXiGvw3drQDq5b2vBuCQqxX++18gMdH+stGjR98cgs/JycHTTz+NcuXKoU2bNnbDFGyH7U0mExYvXoyoqCjExcUBAEqUKJHPINSw165cuXL5jOghQ4Zg3LhxaN26Nbp164bjx4/jrrvucvgdBw4ciLfeesvteefOncPBgwdRvXp1XLlyBeXKlbu57MaNG3bn2VsXAIYPH45PP/0UjRs3Rps2bXDt2rV88y5dupRve/Xr10dKSgpSUlIwcOBAtG3b9ubynTt3YsOGDXjwwQedtouNjUVmZqbD30cQBEEQgolvvwXatweGDjXGMH33XeD6dSAnh6epqYZ0U4AP5cWUUo0AVCaizyxmTwewVClVH0BlAI4zlfKoUMHxsiFDhqBTp04AAJPJhG+//RajRo3C/fffb9UuJycHABtUqXb+PaNHj775/vLly1YxqpZERkbqanfs2DF07NgRAFCvXj1s3rwZLVu2tNt2/PjxN2ON3Z03Z84ctG/fHgAQFxdnZSxevHjR7jx76545cwZlypS5ue0KFSrgl19+yTdPi/G13F7JkiWxZMkSLFu2DEuWLLnpwQaARo0aYfXq1ahTpw62b9/usN2JEydQqlQpu7+PIAiCIAQb06bxlMhsmDpyyrni99+BtWv5vVJATIx7I9mCcwz36BKRKW+aYmPkgoj+BtAYwCYAyUSU42p7ly+7t/9+/fph/PjxVvNuv/12HDhwwOE6VapUuanXu2PHDtx9991etStTpgzOnDkDIsLWrVsdtvvpp5+wfPlyjB071u15ADBv3jy0bt0aAFC8eHGcPXsW165dw9WrV5GdnW13nr11S5YsiatXr+LatWvIzs7G7t27UaVKlXzzqlatand7pUqVwvHjxzF48GAUK1YM169fR61atZCdnY1Lly6haNGidtsBwIULFxAREWH1ECEIgiAIwYylMmZEhOeGaXY28OKLQMmSwL33AnffDaxZ47nRLOTH7wUjiOgYzMoLLnFm6I4ePfpmfKwWblCpUiUUL14cv/76K2rWrAkA6N+/P/r27Xsz1tWWnj17onv37qhVqxaKFi2KcuXKYfbs2YiJibnp9XTUzh7jxo1D27ZtcenSJZhMJlSrVs1uu27duuHOO+9EcnIyYmNjsWzZMt3zrly5ggsXLqBEiRI3t/fCCy/c9Bx37tzZ4TzbdZVSGDZsGJKTk3H+/Hl07doVJUuWzDevRIkSdreXkZGBH374AevXrwcAxMTE4JVXXkHt2rURFxeHDz/80G47gL3y/fr1s/v7CIIgCEKwceIEsGcP0KMHkJICnD8PPPqoZ9saMwbYvh1YuBBYtQqYMQOoVcvY/hZ0FCevBSdKJdDkyVvQo4f321q5ciXKlCmDRx38G//8809s374dTz31FAoVKuRwO3rbBYpNmzYhMzMTycnJTucZvQ9POH78OFatWoUXXnjBkH4JgiAIgq+ZMoWN3O3bgQsXgIYNgfHjgb593dvOb78BNWsCHToA33wDTJ0KdOsG7NsHVKrkm76HC0qprZpogcu2wW7ofvzxFrz5ZqB7IgiCIAiCALRqxUbuoUMcU9uoEbB3L3DgABAb63J1ABzXm5AAnD4N7N4NlCgB7NjBnuHZs4HnnvPpVwh53DF0/a264DbuxugKgiAIgiD4gqtXOcSgZUs2cgFg+HAOZ5g8Wf92XnkF2LkT6NePjVwAqFwZKFQI2LrV+H4XZPweo+sOSomhKwiCIAiC96SnszqCyeR5steaNUBmJhu6Gg0b8mvsWODll4FbbrG/3wceAI4cAWbOBPLy2jF8OFCvHvcnOhp45BFg2zbP+ibYJ6gN3YgIMXQFQRAEQfAcIuCjj4CBA/l9oUKcROaJsbt4MXDrrWzYWjJ8OIcwTJ4M9OnD865d43jeN94ALGTsUaYMO/LsSZPFx7NGL5HZYyx4R1AbupGRYugKgiAIQihghMfUyL6sXct2xNy51l7SrCz2vH7+OS9ft05fn3NzgR9/BJo3Z61bS0wmoEEDLvzw00/A2bPArl28Lw2lOFShXTsuMnH9en7N3Bo1gC+/5HhfO3WvBA8IakNXPLqCIAiCEPysWQM0acLGYHQ0y2U98URgjN+UFDZGr1/nz+XKAYMHszLC9etscB46xIapUvwqVMi1fu2vvwInT1qHLWgoBTz9NHtzV6wwf05IYG+vZtS2a8f7WLPG/u8SH8/TrVvF0DWKoDZ0IyOBS5cC3QtBEARBEJwxYAAbuQAXQWjRgr2Tv//O82NijCmEsHo1G7KNGvErIgJISwO+/57L5+7dy57cvIKoiIgAevYEhgzhPmnGZbVqQKdOwA8/6K9utngx2yXNm9tffukS7y83l6ePPsq/S716+Y3axET7+6pShR8Utm0DnnnG459JsCCoDV3x6AqCIAjBRjAN0QcD06ezJmxUFBuNUVEsj7VkCRu9gPdlcgEe0u/Zk9+/9x5PY2LMnlsAuOceNhAXLOC42JgYNoiB/MblgAHA0qUcS0sE1K/vfP+LF7MXuHhx+8tNJvYM24YkODJq7VGoEFC1qigvGElQy4tJjK4gCIIQTKSnA0lJwNChHGeZnh7oHgWWvXuB115jo27tWmDkSJ5OnQosWsQOKyB/LKq7/PabdUEGpfj3r1XLnLQVGcmxt7Nnm/vizIucmMjt2rZlL+zSpY73/9dfrHdrL2zBcntr1rjeryvi49nQDeIyByGFeHQFQRAEQSeTJrEHEDDGSxnKZGay97RwYWDWLODOO3mYXqNOHVYcGD+evb6e/k779gFNmwLFigEXL7KXOCaGDUrAfmKXXi9qYiIwfz4byO+9Bzz2GNCmTf52P/7I06eecr09b/8PNWqwesPff7OHWvCOoDZ0xaMrCIIgBAurV7NBp0lDKeWdlzLU6duXlQWWLWMj1x6vvcaG7qlTnu3jn3+Axo35/YYNrGZgGzbiKLHLHSZM4GpnL77ISgmHDllvb+ZMlgU7dcr3SWKWCWli6HpPUJcAvv32BLp4cQuuXg10TwRBEISCzLp1nIR0333AuHHAO++wIbJnD1CpUqB753/efZfVBDp3BmbMcN72vvuABx/kmF13+OknoEsXrka2cSNQvbrH3dXF4cMcH3vxIn+OjOS43ZMn+TgrxcUgjEiqc0ZWFlC0KPB//weMHu27/YQyYVMCODKSh0YshZYFQRAEwV+kp3O51mbN2Lu2ejUbvIsXA7GxbIwUNNavZyMXAObNcx2n3Lw5x8Jaasq6YtIkDhM4c4YVFNxZ11Puugto35699URse+zcyaEqtgUefMktt7D6giSkGUNQG7paEPuVK4HthyAIglDw0BLPtLjcceN4+BoAypZlbdZFi9iIK0hMnWp+r8fwa9aMvbIbNrje9l9/cdzvK6+Yk7Fu3PC9canRvTsbmpGR/CCzeDGHLWjzvE2q00uNGiwxFsSD7rpJT+f450AlboaEoRsqcbreHMxA/xEEQRAEa1atMieeRURwPKolffsC5ctztStNt7UgcOYMT/UafiYTt1u+3HGbFSs4ke2BBzhkoXt3NjT9aVwCHJKQkmKtnGCUmoI7xMcDp08DR474fl++JD2d5d0GDw6cSknQJ6MBoWHopqdz7evsbH7yc1ZHOy2NY5Ueegi4/XZg0yZgzBi+UOqpziIIgiD4nsOHeRoRYd/Yio0Fxo4FOnZkr1+XLv7uof+5cYPvd40bs7dbTwJYkSJ8f1y+HPjoo/zLV61iry/A9/05czhsoXv3wOgV21NOMEJNwR1q1ODptm0cUhGqpKaaHxavXQuMSomhhq5SagqAygB+IqJRdpZHATiQ9wKAPkS009H2QsnQtRTGzsriLFR7BzMlhS8QWgUZWzIzeZhMDF1BEITA8fffwDffsDcqOdmxsfXss8B//gP078/rNGkS3tfv9etZ+eDVV1l/Vi/NmgH//jerKJQvb71MK/6gsWsXG7r+Ni6DiWrV+AFr61agVatA98ZzTCb+Hjk5bNMFQqXEsNAFpVRbAJFElAigglLqfjvNHgHwLRGZ8l4OjVzAHLoQCmWADx7kqdbnhQuRTy3i7Fl+4teM3IgI1u6bM4c9AxERHPA+bRrXCJ89W8IZBEEQAsGAAXw9njoVGDTIscGlFNCtG1/fR4zw//Csv8Pe5s9n3VzNA6sXrWyubfjCyZM8yhkZ6f8whWCmcGEe9Q31hLTERA5HAQL3EGikR9cEYG7e+5UA6gH4w6ZNbQAtlFJJAHYCeIWIHGoqhEqM7vHjXC+7eXOWIsnNBd5+m5/0FyzgcoiHD7Pg9YkTfCLn5PC0Sxc+8OXLs0u/Th3+Yw8bxl5hf8mZCIIgCMzatcD337OElq330R5nz5qz8jMzeb1583jI3pdoyXLZ2f4Je8vN5Xta8+ZsiLnDgw/yb7l8OTt4NEaN4nCI2bM5EU3KKpuJjwdWrgx0L7yDyBxnfPx4YPpgpKFbBMDRvPcZAGrYabMZQDIRHVdKzQDwBIDFlg2UUi8DeBkA7rijAoDgN3THjuULzYQJZiHp4sWBXr24wkrFinwSX7vGsUgxMfnjjiyHaBo2BDIyWD/PUs5ETv7AIvXtBSH8uXEDeP11lhLr31/fOiYTOyS0WMTly3n9p59mlYamTX1zzVi61L9V2tLS2FnTvr376yrFXuBvvzVXMTtwAJg4EejRg5UWBGvi41mjeNAgLj0cived48dZl7hYMS6hnJ0NREf7uRNEZMgLwH8A1M573xbAYDttClm8fx3Av51ts2rVeAKIJk+moOXwYaJChYi6d8+/rGtXTY2PX9On699uWhpRTAyvV6gQfxYCx8SJRErxKzZWjocghCsTJvB1d8EC99ZLSyMaM4anaWlEtWqZr/2+umZ07Gjexy23+P661Lcv348uXvRs/R9+4L6mpvLnTp2430ePGtfHcOLLL/n3iogI3fvO6tX8Hbp04enOncZsF8AW0mmfGikvthUcrgAA1QAcstNmplKqmlIqEkBrADucbTAUktHee4/DEIYOzb/svvv4KRbg73L0aP42jkhMZH1GwBzeIPgfIk406dnT/MjiD8FwQRD8z7JlHJubkAC0bu3euomJ5ljexEROINKu/1q2uZEcO8ZhBFr844ABvr1PEHF8bpMmXLXLExo14lC+Zcu4EMOsWcAbbzguH1zQOX2ap7m5oXvf2buXp889x9MdTq0+32CkobsQQGel1McAngGwWyllq7zwLoCZALYDSCei1U47F+Qxuv/8A0yezBIo9upRJyV5JzLdrBlXRzl0yIDOCm5z8SIPp/Xty7HT2oOXv5Ml7CWbiO6yIBhLejpn+mdlcdb/zz97tz0tnAFgI2iY6rkAACAASURBVNFoI3TUKHayLF0KlCuXX+PXaDZv5lyTdu0838att7JW7vLlwJAh/HngQOP6GG48/njg7jtGsXcvH+ekJP4OIW3oEtFFcELazwCSiGgHEQ21abOLiB4hoqpENMTVNpXiAHt3VReMNgIcbW/0aO7j4MH21zNCZLp+fY6LKkhi5MHAN98AFSqwx+T991lSZ8QIXjZhgv887FqyyZAh/F947DHgX/9iw3vo0MAJcAtCuPHRR+brbHa2994z7frfrRsbur/+6nUXb3LgADtZevTg61SrVlxwITPTuH3YMn8+e2NbtvRuO82asbHz44/s5Ste3Jj+hSOJifxAA3BVvlAc2d27l9UjoqOBypVD3NAFACI6R0RzieiEUduMi3PPo5uezk89gwfzMIm3RoBWCGLwYH4SbdkS+OADVkX46iv2ADjLyrUczvKEBg3Y0A/En6OgsmED0LkzZ1JHR/NxVwro2pWX+1Pu7qefeNiTiG/CJ04AJUrwslAezhKEYOK339jwiogwVuIqMRGYMgV48kl2jGhD0d4yYgQbnVrIXOvWLGe52ukYqedoYQuPP+69YXrHHeb306fLg7orXn+d5Uf37w90TzxDM3QB4NFHge3b/d+HoC4BDLhv6KamWhdu8LYG+bx55u3l5nLBh//7P/bS5uayIeLLE7V+fZ7qqREuGMPXX5vfW9ZYv/NO4O672cPuL+LieBoRwRe7uXM5SzkqTy8lOjo0h7MEIVg4d46H40uXBhYv9k2Z1w8+AK5cMY8K6cHRSOKePVyFrXdvc2xrw4ac1b5woXF9tuT331n6y5uwBQ3LkrbyoO6awoU5LnrhQn7gCCXOn2fnjGboVqsGnDrF8/xJ2Bm6WhUODc1I9QQis6EcGcmGxqpVrJGr7cOIIS5n/OtfHP+7fr3v9iFYc+oUT+15durU4ZLN/rrgnDzJfRgxwrru+owZvPzVV0NzOEsQ/ElaGpdZtzUac3OBTp3Y+Jo3jz2v3ozAOeKhh1g79ssvgf/9T19/69fnkUSTCdi40bxs2DC+L1rGtsbEcN8XL/ZNmNsnn/CoVrly3m8rKYnvpVIcQj9t2vB/NNSKR2iJaJaGLhCAEWq98gyBeMXHx1Pt2kRNmrgnO9GoEVGJEkQPP0xUvDjRsWPura/x1VecZ//WW2bZGCKexsYSRUb6R/Kjc2ei0qWJcnN9ux+BKCuLqFgxoubNrY+5hiY99Pff/ulPfDyRyWR/WdWqRHXrOl/fUvJICCxyLALDpk18rQZ4OnYs0dWrfBySk3n+f//r+36cPEl0661ELVq4btuypbU0ZbFiRO++S/TBB/zZnpzl3Lm8bP16Y/u9fj3LKhopkybngnucOcP/3cGDA90T95gyhf83f/zBn8+e5c/jxnm/bbghLxZwY9bZKz4+npKTiRIT3fsBtHX27eMTs0UL943EY8eIbruNqGFD++v680SdNImP1P/+5/t9FXR+/JF/659+sr982zZePnu2421s2mTMf+PiRdZPfPtt+8tHjuS+HD5sf/mSJXyDCmUNxnAhLY31Qn2pqSrYx1Jr1lJzNiLCbPxu2uSfvowdazZUHf0Hdu9mDfWICO5bTAxRQoJ1/+39hy5e5Lb9+hnb5yefNO83MpKvbYL/SUoieughx8uD8eGhf3/WXb5xwzzvrruInnvO+227Y+iGXegCwDFXxYsDlSpxjNOSJcC0ae5t4/XXOYN10iSzFqIl3iaZuYPE6fqP777j/05ysv3lVatyWU9Hcbrr13Py2pAh3isipKXx0Kp2/G3RKgl9/7395WPG8O1JktYCT2qquYKVLzRVBfucO8dSVkqZw88++YSHUHNzze3WrfNPf2rV4r5MmcJD+LbXh2vXgI4dOd520SKOF05NZWmvf//bfC+ydz4XLcrXLSNjOY8e5fA9o5P0BPdp04ZDAfbty79s4UK+TwSbEs/evWyHaRJpAJ97/g5dCEtDNyPDnJnepw8H6vfuzTFNev4AixZxvNawYXyQAs0DD3CihBi6viUri499mzZ8QbdHVBTfrBwZupMmmf0u3ho0GzbwBcLRw1SlSpzFOndu/mXHjvHNUUNuUIGlYUPrz3Is/EP//sCFC5xgqiWZvfEGMH58YOJE09Oti0hMmmS9fMgQNgK+/hpo0cLamdKunWtd9tatWXrMKE3dN9/kB4I5c3yTpCfoRytgYptwmJXF9k1OTvA5NSwVFzSqVWNj3ZdSePnQ6/oNxCs+Pp5efZXjU92hWDGiPn3Mn7//3vmQjyUrVxIVLUpUoQLR9evu7deXtG1LdM899pcF45BFKKKVp1yxwnm7oUN5CO/SpfzL6tQx/9eUIlq2zPP+NGhA9Nhjztu89x7v69Ah6/m9exNFRXHYA0A0YoTn/RC8Z/NmuhlrGRVFdP58oHsU/milRwcOtL88ENdNy/wOLazo66952apV3N/XXnO+vrM+Hz/O2333Xf39cbS95cu5P3q3Jfie+HguLW1Jjx58nKKi/B+K44yrV/m/OHy49XzNHtu82bvtI5xidAcM4AuDXm7c4G9l+eOOGWMOpncWY5SWZv6zFCoUXIbj+PFkNx4zLY37KnGY3vPss0QlS7p+wFm6lI9FSor1/KNH+Th07kzUqxf/19q18yyJMCuLj6ureLs//+S+fPCBed4//3Cs3ksv8flQujRRhw7u90EwjqFD+b+hxYDPmBHoHoU3V66ws+K++/iGG0xoxuWqVUSNG/P/4fnn2cFy993cd2+oU4eoRg19/YiK4nuj7b3j6lWiihWJKlXia5EQHIwaxf+Xo0f5s5a/M2SIdXLlf/4T2H4SEW3fzn2ZM8d6/v79PP+rr7zbvjuGbkiELmRm6pdMOX+ep5ai1iaTeSg6MtLxMFVqKuumAtb6qcGAozjd+fN5CCw3V2L/vOHqVRaMb9eOtWmdUbs2T23DF2bM4OMwbBjw2WccIzt/PjB1qvv92byZj2eDBs7bVawIxMdbhy9osblDh/L/vVUrLhOqxYgK/mfRIo7dfvJJLjDz3XeB7lH4kp7O1be06mGxsYHukTVafkdyMuuwP/EEMGsWF6I5ccL7+MVWrYBt21yH6s2cyfc5Ir7HTpxoXjZ2LOvmfvEFVycVgoM2bXi6aBHwyy8cstC0KctPJiZydbyWLYF+/QIvSWorLaZRsSLnufgzTjckDF1Af5zuuXM81WJ0Af4DLF3KsVGdOjmOMdLi6JQKvpjGatX4t7A0dK9dY+NMg4iNHsF9li5lQfcOHVy3LV6cSxlaGrpEHFfXoAFw3308r39/Tjh5/XXgzz/d6492nOvVc922Qwc2jA8cAA4d4kSXl14yV+xr04ZvomvWON6G0WWzBTMHDwI7d7IBohQnEa5cab5WCcahlczW4tuD3UiLjgbq1jXH7RrhYLn7bp5+8IHzxKTff+dpRATvf/p0/o+OH89V3Jo04eqiQvDw0EPA/fdzGfomTdjOmT3bnOwVEcEOl4oVOab3rbcCd03fu5f7Y5vnFBHBSd1i6FrgrqGbkcFT2zKFjRrxn+TkScfraqUJn3oq+ILuo6L4gmj5lDZwIJcFHDsW6NmTL1ZaIQHBPb77DihTxrUHVaNOHbMqAsCC7n/8wXXtNSIi+OYRHc1P2aNG6b/orF/PxnTJkq7bPv00T7//nvcREcEeI43HH+eM7B9+sL/+ypVsUAdbxm64sGgRT1u14mmHDlxoxtHxEDxn2jTrkYtQGOFKSnKdZOYOBw7wlMhxYtK2bVz45uWX+ZqRmgqMG8fXgn79eAR1/Xq5FgQbSgE1a7IRefEiPyzbqjAUKwa88w4vGzeObR93j6MRjo+9e4F77+X/ti2PPsqGLvmr0pveGIdAvOLj42nWLHJLQ1YLoLcXjP3CC0S33+54XU1w29sgaV+hxeecOUO0cCG/f/118/J33yWXGq9Cfi5d4hg1Z0kgtkydyr/17t38uUsXjrG7fDl/W+24aQkDn37KcW+OEkFu3GBh+Vde0d+fWrU4WTEy0vo/odGhA8fqWuoZatSta+6f6GQaj8lEVKWK+XNuLsePulsIR3DOxInmJC9/FfMxCiMT47S8De16Y2+bbdqwTrxtUuTAgfryWYTA0bu36+v1mDFmnWiA6PHHiS5c0Ld9LWHS27yfhx92XBzliy+4XwcPerZtojCM0QW89+gCPKx/4gRLL9ljyxb2vlWt6n4//YEWp/vtt0DXrkCNGsD775uXDxrE8aM9ewKHDwemj6HIxx9zjFqVKvrXqVOHp2lp/GQ9dy7w7LMce2SLNjQI8NDk668Dt93m2Iv6+++8Tb3eZYCHww8d4v3Y0wBu0wY4fTp/XPHevcDPP5s/R0cHV8hOIDHCq3H2LHvGNGkgwBy+sGYNcOaM9/0s6GRnA716Aa+8AjRuzLq5oSaFZaQue2Iia9/Gx/OIU+HC1st37uTRhDfeYO+fJa1aGetdFoynY0fX0ngmE4ftREbya80aoEIFjukdMcL5NW3JEr4f5uby1JNR4hs3eLTZNj5Xw++lgPVaxIF4xcfHU0oKW/6pqfqs/P/+l9ufOJF/2caNvGzRIvvrJiWxfEewkplpzpItXNhcVs+SP/8kKlKEs25Hjw4dj0ag2LjR/OTrztNrbi4rNHTtSjR5Mq+fnm6/rW3J6PffZw+so6fyTz7h+f/8o/97aNJo9jKoifhpPiaG6M03rb9D06YsefX117zuCy/o32c4o1UyU4qnnp5H06fzcfn1V+v5v/3G8ydO9L6vBZmffiK6917+LQcMsD9iUVA5e5ZHcR57zPp3eeYZHn3KyLC/nshVBj96jpFlm82bre850dFEGzbkX2fPHh711u4lmnf/jTfsy2k6QlNW0KTzbLl0ibftjewlwkle7NdfuZc//qjvy2tlUa9dy7/s8mU2aoYNy78sJ4eHi199Vd9+AkFamtkoi4lx/CcfNMi50SMwu3fzcL+nw/ZPPUX0wANcbvqhh5zLiNlemCyHFyMjrY9Ru3YsM+QOlkNVjr7HE0/w99X6uXgxt//4Y/7cqhVRmTLhJSfk6U3bUpLQNkTInX20bUt05518fbEkN5elmxo1cq9fAnPyJMv4acfH2fWwIDN7NlnJTe3Zw//rwYMD2y/B/9iGM5Qta63znpLC4SxlyxJNmWKWwOvVi9vffjs7dvScZ4sWOXf+EBHdfz+H0HhKWBm6e/ZwL7/9Vt+X79ePPZqOqFKFa3fbsm8fGaLt5kv0GDNE7MkN55hLbzwOaWn8FPnii/xUW7QoTz2J6dOKNQBEH37oWV+Sknj9777jebm5bGx27uz+tiy9xva+h+Z5/u03NmYrViR68EGzbvCKFRRWMd6aV9YTXey0NGtDt3Bh1k+2Zf58/s3tGVuZmXwtcvTw/PbbfD7bG30S8pOWRvTWW+yRjI01H5twvc4ZQW4uUbNm/D/8+2/W6y1ShOj06UD3TPA3lveImBh+AAfY49+sGc+vXNl+3Oznn5uvh3oeKseO5bbOCuMkJREVL+75A2pYGbr//MO9nDxZ35fv0oXoX/9yvPyFF/iJxdb79s03vJ8dO/TtJxDoMWa0dtHR/H28GXYNRjTjxRPD1NKLCvDJffKk54bzunW8nYgIoiVL3FtX4/p1opo1+Un6n3846RJgIXB3cfU9Tp7kvg4fbr4QLV9uXp6TwwL79eq5t49gHeq09cq68/CgDb09+SQnfj76KP92/frxdhctYk+HpYcEIGrd2ryNJUt4nqPqeLt28fLPPvPuexYENm40F/MBeHTi22/1XQ8LOgcO8IPaww/z+dCxY6B7JAQKy2v1tWsckqCdUxERjquCjhljfqAH+NrnjBdfJLrjDuf90M5nT8/dsDJ0MzK4l+PH6/vyrVoRPfKI4+WffsrbO3LEen7fvmxAZWfr20+g0GtUaN67997zT7/8haW3OiLCPS9Oz56er2sPLX7cm5OViGOtixThJ9yJE3l7e/d61zdH1K/Pnty4OA69sOWjjxw/8K1cab44RUQQVavGw+9aKdNgMzY2bTIbuhER/NLrrda89X//zZ8vXeIHAFsvYqtW5gcvzej9v//jh4aXXuIRA2ehIPfcw69g+t2CjatXiapWtf7dtXM3WB+ygg3LTP1wc34InmNpwLqqGmtZurp0aecjUTVrOg/Lshyd9vRe7I6ha6jqglJqilIqXSk11Js2lniiumBZLMIWraDC1q3W8zdvBqpXZ73aYEZvdm6nTpxBf+GCf/rlLypWNL/PzWUVDSLX6504wTqzSpmF5L3NKP75Z1ZUABzrVerhvvuATz/lTOkBA1i5QVMPMZo2bbjiUWYm0Llz/uVdunDW9RdfWM/PyGClD61yYG4uF6FQin//3FzvfgNfULgw961NG64YVL8+8PzzwKRJrtedN4/1KrWiG3FxXG1LU89QCujbF1i4EEhJ4Sz/1FTg1VdZCaVxY1ZHeewxx0UL0tOBI0dYLcMTrcuCwMmT/Nvs3MnXM9tMcyPVCsKZ2283v8/ODq7zVAgcWtVYVyobiYms3DByJBdGunyZr6v2qm0SsZqPI8UFbb/adVEpP6h76LWIXb0AtAUwLe/91wDu96SN5Ss+TwKhUCHW99NDlSrOA5yvXOEniLffNs/LzuahHWcJJ6FIQgJ7CcOJCRP4KbB3b6IGDfj9M89w0Lwjz8716+zJjI0lmjbNWL1Ko4ZOc3OJGjY0xkPsjPnzyWWiYteu7GHWdBdPn+ah+6gojs+y/L6WcbBKEa1da3yfPWXIED7XT53iz1ev8pA3QNS8uePf9+BBbvP++9bz9Rzv3Fxz8oareDYjvBrhSloaD6vefjv/1vPni/fWG4y8VgnhhSfnlVZzoEuX/GGgWiJav36u9/vYY/x/zMx0v38IROgCgE8BPJH3/lkAXT1s8zKALQC2lC9fnohYxkmvmP+ddxJ17+68zcMP8w1PY+dO/iVmzNC3j1Dhtdd46DScJHdatOChdyI+wd5/3yyD4mj4vE8fPr6zZhnfHyNvvkOH2h+eNRI9CY2bN9PN2NGTJ/l8ueUWjud1FKP7wgu8TqdOztUn/IUjVYN16xwnj2l8+CEv/+uv/Mv0HG+9SaOa8WFPeaMgYxtLP2VKoHsUHsiDgmAkw4bx+dmkCYfczZ3LzkLt+qonAVgr8OVI8tXyWmAbchMoQ3cKgGp575sAeMuTNpYvzaN799369T1vuYWof3/nbV58kTPbtRvy11/zL7Fnj759hAqahqdWvSvUuXaNPY09e1rP79HDfFMEiLp1Mx/badP0PV0GA/7wuujdR0ICJ3WWLs0G4erVrretSftpcmWBRHt4/eIL6/m2SRUjR+Zft3ZtourVPd+3O8cxLY295cWK5ZcgK6hYVhIUNQVBCE42brS+ltq+9Jy7165xIrajROExYxxvzx1D18gY3csAYvPexwF2t62nTT7i4vTF6GZmAllZzmN0ASAhATh1Cjh6lD9v2cL7eOABPb0JHWrW5OkvvwS2H0aRng5cuQI0bWo9v1s3rhSjxU9+/TUf4z59gO7dOS573Dj/99ddLOOgfFXVSe8+mjTh+NHTp/l3ta2uZI/Bgzlua8AAYMIE76uKecO8edzvNm2s52sxaVpstW0s9JEjHHvdvr3n+3bnOCYmAv37cyz9tm2e7zOcuHKFpxERUp1LEIKV9evN7yMiuOLn8uWuq7ZZEhMDtGwJLF7MOR623HcfT5Xy7lpgpKG7FUC9vPfVABzysE0+9Bq6587x1F75X0tsE9K2bOF5EUFfENk9KlXiEo+//hronhjDihWcLJiUZD1fMyxGj+aErsmTubTqZ58BOTnA7t2cbBgK+CO5Rs8+ChWyLlusJ3klIgKYPh246y6+6L39dv7yxv5i3jwuoVy2rPV8SyM0IYH7q103AGDBAp56Y+hq+9F7HBs35umKFd7tMxy4fh2YPZsTWUKtjK8gFCQsE9kKFQKefZadUO46a9q14wf9lJT8yzZu5O2/9ZaX1wK9rl9XLwC3AtgB4GMAe8GG7CgXbYo526YWupCcTFSnjktP+k1dSk183xFaQtrQoew6j4lxHe4QqiQnczngcCA+npPK9DB6tL44ScE+3oRR9OsX2KFnrcjMhAnO2+3Ywf+Rvn3N8+rX55hkf1Ojhv7/djjz+eeUT99ZEITgxIi478xMlrvs0cN6/rlzHKroKKwBgQhdIKKLAEwAfgaQREQ7iGioiza6xK/i4ljKyBXaMKQrj27hwkCVKuzR3bWLvQgJCXp6EnrUrAn8/juHdQQTaWnAmDH6vX2nT/PQbpMm+tonJfFTpt4hFMEab8Io2rdnKSiAf39///bz5vG0bVvn7R55hENbPvsM2L+fJeg2bvTem+sJTZvyuXDxov/3HSxkZgKjRgH16uk/zwVBCBxGjEDecgvQogVLNWrylQDw1VccxvTmm97309DBeiI6R0RzieiEN21scTd0wVWMLsChClu3moe0w9nQvXED+O23QPfETHo6DysPGaJ/aHv1avYR6r0B+iPeNdzx9CKm/fZly/JD5yOPuLd+erp38b3z5gF16wJ33um67ciRHFM2YADwww/8HwuUoXvjhv3hu4LCl18Cx46xsauFzQiCEP60a8fhhhs28OcbNzjPo2FDrm/gLSERlarX0NXr0QXY0D11ip8iihcHKlTwro/BSjAmpK1dy7GzAHtx9NzcV67kBxgtvloPIiYfOOrXZ4Pz5Eng3Xf1r7d4MXv0hg71LL53/34ewdBrrJYty0l0ixdzHFj58kDlyu7t0wgSE/k6t3y5//cdDFy+zA83ycl8cxMEoeDQvDk7HObP588LFgD//GOMNxcIM0PXHY+u5sFdsYLfh6sH4Y47ODkomBLSqlSx/rxtm/PqZkRs6CYn81C4EBrUq8fV1D7+mEOE9PDxx1xlzdNKa9qFsl07/evUrs3n/8WL7FH8+Wf39mkEMTFcAWzFCn2V/sKNzz7j8KSRIwPdE0EQ/E2RIlx5csECvvaPH8+KCy1aGLP9kDF0MzPNXkBHZGTwDevWW11vs1o1NpqIwjdsQaNmzeAydLXSfy+9xCVZFyxwfoPbvZsNEFtZMSH4ef99Ph9fe821AZeZaR1i425sdXo6G0xVqvDDnTvraQ+6RIErj9q0KZcD/uOPwOw/UKxaBYwYAdSpww8dgiAUPNq1A44fZyP355+BN94wzrEVZcxmfEvRojy9csW5EXvuHIch6JEJi40F7rkH+OsvfYZxKFOrFnu6Tp8GSpcOdG/YcAU4Ga1kSZYMGz6cvfbFi7NxYxluoMkuaTJMQuhQqhRrGL/0EsuNFSmS//hqzJnDXtXkZI7JnjhRf9hJejp7RLOy+H+enq5/Xa3u+vXrgU1c1B7kVqxgacCCQHo68OSTQHY250y4c9wEQQgfWrRgw3bAAHZuduli3LZDxqMLuFZeyMjQF58L8AX10CF+P2JE4ITt/YEWpxssWrK7dnFsZKlS7EmbPJm9OR98YD82c+VK1tV0x0snBA/dugEPP8w6x460dYk4+eDhh4FZs/hhdf9+/ftITQWuXeP3ubnueWWDJXGxYkV+FSQ93dRUNnIB/XrNgiCEH3v2mOuqZWUBO3cat+2QMnRdxemeO6cvPhfgC6o2lJqdHd4XWK0YRrCEL+zezQaNRnS0WU0hN5f/5MuW8efMTK7AImELoUtEBHtbAQ4/shd7m5bGYQu9ewNlynBC0vff649XrVKF23paQSdYEhebNeNkTc1oD3dMJnPYiMgACkLBxfKeYHQIWVgZuhkZ+g1dbbiyIOisxsWxIRAMygu5ufzkZpuQ1qSJuYwvEUsNrVrFciNZWaKrGeo8+yyHqAD2tXUnTABuuw3o1Ik/t28P7NvH/xU9pKSwQf3vf4e2nFzTpsDVq8CmTYHuiX9ISODjZjKF9nETBME7fGmThZ2hqzd0IViGK/2FlpAW6Izuv//mWGtbQ9eyjO9XX3HsbpMmnLUfGcmi0kLokpjIxugdd3DBFq2GOcCJhvPnc4hDkSI8r00bfujRij8448QJjud98UUOfwnlczkpiUc4CorM2KFD7OXv0iW0j5sgCN7hS5ssJAxdLRnNyNAFIHiGK/1BzZr8IHDggPV8b8X53UVLRLMMXdDQjkf37iw51qEDG0E5OZywEs5x1AWB+vU5/vTKFWsVhokT+Ri/9pq57R13sDyZHkP3ww85HGLwYN/025/ExfG5MXOmb//v/j7vHaHFYReU5DtBEBzjK5ssJAxdPR7d3Fyz6oKQn1q1eGoZvrBpE3uQHCUI+QJNT9WVKH9sLEvAaQoanmiqCsFH1aqc/DlvHvDdd3xcJ04EnniCE7Esad+e/y//+5/j7Z0+DXzxBdCxo7WXOFRJT+fvfOIExzX74pxMT+dhwcGDfbcPvYihKwiCrwkpQ9eZ6sKlS2zsuuPRLUhUqcJxL++/DwwcCDzzDIcGXLvmOEHIF+zeDfzrXxyP6YqCFEddkBgwgEcYevXi2NyTJ4E+ffK304o+aEUg7PHxx5ywOGSIb/rqb1JT+ToGcGz62rXG72PFCj7fAT7/A/kAuX8/X7NLlgxcHwRBCG9CytB15tF1p/xvQWTzZpbv2bGDjd21azmzXUsQioryjyG5a1f++FxHFLQ46oJCVBQwfTonXfXvzzJz2jluSblyLDvnKHwhI4MLRDzzDPDgg77ts78wmfihThvJiI52b309IQlHj/JUS/y8ccOjrhrC/v3izRUEwbeEhKGrJag4M3TdKf9bELH02kRGcg3ppUvZuxMTwyL9vjYkc3J4GFqvoQsUrDjqgsSDD3IRCQA4e5aLgdgzztq3B7ZvB/78M/+y/v35mmBUmchgQHu4GzECuPtuYNIk/VJjWtGMIUMchyKdOQPMnQs0aMAPkJUrA598whWJAoEYuoIg+JqQMHRjYvglHl3PsQ0DSEri+Y0aAZ07syHsKtnPWw4cAe18BAAADzFJREFU4OFYe4loQsHj9tvZc0nkOHRGC1+w9OoSAZ9/Dkydyp9ffjnwSVVGkpjIhVO+/JIN/AkT9K2Xmsrnlya4bi/sYexYPs+/+IIN4h9+4NCPHj38r8hy5Qpw5IgYuoIg+JaQMHQBVl4Qj67nOAsD6NKFbzrOYiGNQEtEc8ejK4QvSUmuY7DLl+d43mnTOLb85ZeB++/n+F6NcE1UbNaM1UZGjgROnXLd3rJyIBF7by05coRDPTp3NieDVqrEJZqXLmVZP3+ieenF0BUEwZeEjKEbF+c8GU08uq5xFAZQty5nrE+b5tv9a9JirhQXhIKB3hjsxx7j4hHvv8/loosVY6WQ2NjwT1T86COOZR461HXblBR+cBg6lKXZPv3U2qs7YgQbwO+8Y71er148svPGG5wo6C/vuCguCILgD6JcNVBKrXbS7ggRdTK2S/aJixOPrq9Qir26Q4cCBw8C997rm/3s2gXcc4/9xCOhYJKY6Dr++tZbze8jIzlud9AgoHlz9uSaTOEbw/3AA6xIMX48G7EdO9r/ridOALNmcdzzyJHAxYtA7drA009zIur16xzq0asXn4OWRERw6eWUFNYk/u9//ZP8qRm64SALJwhC8KLHozuWiEz2XgDmAYBSaopSKl0p5dDvoJSKUkr9o5RKzXtVdaejrgzdjAy+EcTGurNVQaNzZzZ4p0/33T5275awBcF9nnrKvve2oCQqNmvG088+c5xk9vnnQHY2e2UBfjhYuJAVFRo35kpz0dGOZdj+9z8+/wH/SY7t389Sg1qysSAIgi/wOnRBKdUWQCQRJQKooJS630HTRwB8a2Eo73RnP3o8uuLN9Zzy5fkmOn26WcfTSLKzefhZEtEEdynoMnNbt5qN0Kys/Ebo1ats6LZsyfHLGpUqAcOHA3/9Bezdy0bvX3/Z34fJZC6znZsLPPKI0d8iP6K4IAiCPzAiRtcEYG7e+5UA6jloVxtAC6XUr3keYLvhEEqpl5VSW5RSW06fPn1zvqtktIwMic/1lq5dufb8+vXGb/uPP9jYFY+u4AkFxXtrD80IdaR7O3MmS7T165d/3awss5FM5NhTqz1MvPkme86/+87Ib5AfIn7wFUNXEARfY4ShWwRAngQ5MgCUddBuM4BkIqoJIBrAE/YaEdEkIkogooTSpUvfnC8eXd/TujUPeWqyTUaiJaKJR1cQ3MNSW7daNWDMGI67Bdj7On48EB8P1K+ff13NSNaTtJeYyJXmBg1i4zklxRffhjl7lq/ZYugKguBrjDB0LwPQImPjnGzzdyLSZMm3AHAU4mAXPaoLYuh6R+HCQIcOrFnq7Lf2hF27OOklXCpYCYI/SUxkpYlVq1h/uFUrrnC2bBl7Rvv1M3tubddzN+xj8GCgYkWgZ0/9xSrcRRQXBEHwF0YYulthDleoBuCQg3YzlVLVlFKRAFoD2OHOTvQko0nogvd07coxf127GisztHs33zwlWVAQPKd0aeDHH/lB9PHHWUWhVClWV3CEu2EfsbEc87t/PxeY8AVi6AqC4C9cyovpYCGADUqpOwE0B1BbKVUZQEcislRheBfAbAAKwGIiWu3OTuLiuIJPTg4Pw9kioQvGQMSeofnzuWrS00+z9ygqiuNsk5I8i5PctUvicwXBCB5+mJPMBgzgz9HRwJYtxsYvN2kCPPssMGoUS5W1b2/s9vfv52uKrdSZIAiC0egxdF9xIhu2nYgWKqVMABoDeJ+ILgC4AMBqHSLaBVZe8AhNe/XKFWtdTYCTnC5fFo+uEaxbZ056yc1lg9cyMSUykiWKevXiDG49OqbXrnEVpPbtfd17QSgYZGdbn6epqcYn6nXsCMyZw3G7X3xhrOLF/v1AhQpspAuCIPgSl4YuETkZFLvZ5hzMygs+oWhRnl6+nN/QlWIRxmEysR7x9eucvLJiBTB3LovIE7FH/d13+aXFBN5yi/Ob4L59vJ4kogmCMWhJZtp56ovKcLt2mY1prcyykYbuAw8Ysy1BEARnhFQJYMB+kpSU/zUO2+SV+vXZs6NlbsfGAl9/zUObRPzKzOSkGEfs2sVTCV0QBGPwh7awycRGNMDnvjNjeuNGVoXQE9efm8thUBKfKwiCPzAiRtcvaIauvYQ08egai21ZVu2mahmm8OCDwIYNHJaQmwtMnsyC9QkJ+be3YgUrLmjHSRAE79FTPtnb7a9aBSQnA08+6Xhf6ekcu3/jBjBunGvD+8gR1vcVQ1cQBH8QFoaueHR9jzPjt1Qp9izVrQv07g2ULMlhCnFxwE8/sSYnEZcyLYiVrQQhVKlfn41YTSXBHqmp5iIWWuU2Z+e4KC4IguBPwsLQFY9uYLA0ftu2BZ56ihNXHGF0nJ8gCL6nYUPW1j1zhh9qbbEMSSICKld2vj0xdAVB8CchE6NrmYxmi3h0A0/JkkCLFuYEtYgIoHt3YNEijuvVU5lJEITgo0EDnm7YYH/52bM87dyZJcN+/NH59vbvB4oUAe64w7g+CoIgOCJkDF09Ht3bbvNff4T8JCWZk9YKFWJDt2VL3yfNCILgOx57jM/rdevsL1+xgo3W6dM5dGnqVGDPHsfb27+fvbn2KrkJgiAYTcgZuo5UF269lb0JQuBwlAnubmUmQRCCh5gYPnfXr8+/LCeHE9aaNGHDdcgQvlYPGuR4e5qhKwiC4A9CxtAtUoSnjjy6Ep8bHIhRKwjhR4MGwPbtwIUL1vO3bmVHQ9Om/LlUKWDgQGDxYpYcs+X6deDgQTF0BUHwHyFj6MbE8MtRjK7E5wqCIPiGhg050czWeF2+nD25jRub573xBocyDBzI61hy4ADLEYqhKwiCvwgZQxfgITHx6AqCIPiXWrW4XK9t+MKKFUB8vLUaQ5EiXDwiLQ144QXrIhKLF/P02jXf91kQBAEIMUO3aFHx6AqCIPibwoWBmjWtE9LOnwd++cUctmDJgw+yp/ebb4B69djj+/zz5tjdPn30VVETBEHwlpAydOPiHCejiUdXEATBdzRowDG5mrNhzRpORmvWLH/bjRvNqgq5ucC2bcB33/F7wKypLQiC4GtCztC19egSSeiCIAiCr2nQgCug/fwzf16xgtVuatXK39ZkYonByEjW0V6yhMMeNPlB0dQWBMFfhJQglz1D98oVIDtbQhcEQRB8Sd26XAhm3Trg8cfZ0H38cY7dtcWyRLjJZFZhSUnJP08QBMGXhJyhe/q09Twp/ysIguB7ihYFatRgz+y+fcA//3BpYEdYlgh3Nk8QBMGXhFTogr1kNCn/KwiC4B8aNuQEtEWL+LO9RDRBEIRgIqQMXXuhC+LRFQRB8A8NGrA02McfsxbuPfcEukeCIAjO0RW6oJRa7aTtESLqZFyXHGNPdUE8uoIgCP6hXj1WUzh1CujQIdC9EQRBcI3eGN2xRLTa3gKlVOu8aVkA84iovqONKKWiASwAUALAFCL62p3OnjsHZGYC06YBjz7K85Yu5enBg+Z5giAIgvGUKAFUqAD89RdQvnygeyMIguAaQ0IXlFLFAUwHUMRF0z4AthJRXQDtlVJF9e4jPR2YMYPfd+0KVK/OrylTeN7zz4sAuSAIgi9JTwf+/pvfDxsm11xBEIIfo2J0cwB0AHDRRTsTgLl579cDSLBtoJR6WSm1RSm15bSFxEJqqllsPCIC6NSJXxF530AEyAVBEHxLaiprlwNyzRUEITQwxNAlootEdEFH0yIAjua9zwBQ1s62JhFRAhEllC5d+uZ8k4lFxiMjWYj8tdf4pYmSiwC5IAiCb7G8Dss1VxCEUMDfOrqXAcQCuAAgLu+zLhwJkNubJwiCIBiPo+uwIAhCsOJvQ3crgHoA5gGoBuBnd1YWAXJBEITAItdcQRBCCZ8ZukqpRgAqE9FnFrOnA1iqlKoPoDKAX3y1f0EQBEEQBKFgo0jLLHDWSKnvAZR2sHg7EfXVvUOl7gR7dVe4iutVSp0G8LfebRcgSgE4E+hOFADkdw495JgFF3I8QhM5bvqR3yow3E1EjuxSK3QZukJwoZTaQkT5FCsEY5HfOfSQYxZcyPEITeS46Ud+q+AnpEoAC4IgCIIgCIJexNAVBEEQBEEQwhIxdEOTSYHuQAFBfufQQ45ZcCHHIzSR46Yf+a2CHInRFQRBEARBEMIS8egKgiAIgiC4gVKqhFKqsVKqVKD7IjhHDF1BsEApVVYptcHi80NKqUWB7JPgHMtjppQqr5RKVUqlKKUmKaVUoPsXztj89jWUUquVUpuUUv92sZ6cV0GIUqqYUmqZUmqlUuoHpVRMoPsUjCiligNYAqAmgLVKKV0yV0JgEEM3RLC5oUQrpX7Mu6F0C3TfwoW8i9d0AEXyPlcE8AGAYoHsl+AY22MG4BUAPYmoEYC7AFQNVN/CHTu//QQAXcE66e2UUvc6WE/Oq+DleQAfE1ETACcANAtwf4KVRwD0I6LRAFYAqBHg/ghOEEM3BLBzQ+kDYCsR1QXQXilVNGCdCy9yAHQAcDHv8yUA7QLXHUEHVseMiIYQ0d68ZSUhQu6+xPZ8KUFEh4kTP84CuNXBenJeBSlE9DkRrcr7WBrAqUD2J1ghonVE9LNSqgHYq5se6D4JjvFZCWDBULQbijbUZwLwVt779QASAKz1f7fCCyK6CADaaDcRnbL8LAQftsdMQynVAcBuIjoWiH4VBOz89puUUr0BZAC4B8DveeEJlp7b2UQ0yWY9IchQSiUCKE5EPwe6L8FKXlhUBwDnAGQHuDuCE8TQDQHs3FCKADia9z4DQNkAdEsQghKlVAUA/QEkB7ovBYxXACQBeBfAuDzPbqvAdklwF6VUCXAYinjdnZD3/+6llBoJoCWA7wLcJcEBEroQmlwGEJv3Pg5yHAUBwM0wn28BdCOiC4HuT0GCiHIA7Mv7OCuQfRE8Iy/57HsAg4jo70D3J1hRSg1USr2Q9/E2AOcD2R/BOWIghSZbwQkfAFANwKHAdUUQgoq3AJQHMCFPfaFhoDtUwBgFYCCJQHuo0h2cWDUk7/zpEOgOBSmTAHRWSq0HEAlgZYD7IzhBCkaEEEqpVCIyKaXuBrAUwGoAdQDUzvOmCIIgCIIgCHmIoRuiKKXuBHt1V8gQrSAIgiAIQn7E0BUEQRAEQRDCEonRFQRBEARBEMISMXQFQRAEQRCEsEQMXUEQBEEQBCEsEUNXEARBEARBCEvE0BUEQRAEQRDCkv8H0P/itF0WOdQAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 720x576 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "kf.draw(s)\n",
    "kf.draw2(blocka)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}
